covid19_total
yueli
9/23/2020
library(stringr)
library(sva)## Loading required package: mgcv## Loading required package: nlme## This is mgcv 1.8-32. For overview type 'help("mgcv-package")'.## Loading required package: genefilter## Loading required package: BiocParallellibrary(ASSIGN)
library(data.table)
suppressMessages(require(Seurat))
suppressMessages(require(ggplot2))
suppressMessages(require(cowplot))
suppressMessages(require(scater))
suppressMessages(require(scran))
suppressMessages(require(BiocParallel))
suppressMessages(require(BiocNeighbors))
#generate 25 gene expression signature
setwd("/home/li/covid19/result01/total")
cell24_4<-read.table("24celllines_4patients_norm.txt")
write.csv(cell24_4,"cell24_4.csv")
cell24_4<-read.csv("cell24_4.csv",header=TRUE)
cell24_4<-(log2(data.frame(cell24_4,check.names = F, row.names=1)+1))
colnames(cell24_4)## [1] "S5_A549_Mock_1" "S5_A549_Mock_2" "S5_A549_Mock_3"
## [4] "S6_A549.ACE2_Mock_1" "S6_A549.ACE2_Mock_2" "S6_A549.ACE2_Mock_3"
## [7] "S7_Calu3_Mock_1" "S7_Calu3_Mock_2" "S7_Calu3_Mock_3"
## [10] "S16_A549.ACE2_Mock_1" "S16_A549.ACE2_Mock_2" "S16_A549.ACE2_Mock_3"
## [13] "S15_Healthy_2" "S15_Healthy_1" "S5_A549_CoV.2_1"
## [16] "S5_A549_CoV.2_2" "S5_A549_CoV.2_3" "S6_A549.ACE2_CoV.2_1"
## [19] "S6_A549.ACE2_CoV.2_2" "S6_A549.ACE2_CoV.2_3" "S7_Calu3_CoV.2_1"
## [22] "S7_Calu3_CoV.2_2" "S7_Calu3_CoV.2_3" "S16_A549.ACE2_CoV.2_1"
## [25] "S16_A549.ACE2_CoV.2_2" "S16_A549.ACE2_CoV.2_3" "S15_COV2_2"
## [28] "S15_COV2_1"rownames(cell24_4)## [1] "WASH7P" "LOC729737"
## [3] "LOC100133331" "LOC100288069"
## [5] "LINC00115" "SAMD11"
## [7] "NOC2L" "KLHL17"
## [9] "PLEKHN1" "HES4"
## [11] "ISG15" "AGRN"
## [13] "RNF223" "C1orf159"
## [15] "MIR200A" "MIR429"
## [17] "TTLL10" "TNFRSF18"
## [19] "TNFRSF4" "SDF4"
## [21] "B3GALT6" "UBE2J2"
## [23] "SCNN1D" "ACAP3"
## [25] "PUSL1" "TAS1R3"
## [27] "DVL1" "MXRA8"
## [29] "AURKAIP1" "CCNL2"
## [31] "LOC148413" "MRPL20"
## [33] "ANKRD65" "VWA1"
## [35] "ATAD3C" "ATAD3B"
## [37] "ATAD3A" "TMEM240"
## [39] "SSU72" "MIB2"
## [41] "CDK11B" "SLC35E2B"
## [43] "CDK11A" "NADK"
## [45] "GNB1" "CALML6"
## [47] "TMEM52" "GABRD"
## [49] "PRKCZ" "SKI"
## [51] "MORN1" "LOC100129534"
## [53] "RER1" "PEX10"
## [55] "PLCH2" "PANK4"
## [57] "HES5" "TNFRSF14"
## [59] "FAM213B" "MMEL1"
## [61] "TTC34" "PRDM16"
## [63] "ARHGEF16" "MEGF6"
## [65] "TPRG1L" "WRAP73"
## [67] "TP73" "TP73-AS1"
## [69] "SMIM1" "LRRC47"
## [71] "CEP104" "DFFB"
## [73] "C1orf174" "AJAP1"
## [75] "NPHP4" "KCNAB2"
## [77] "CHD5" "RPL22"
## [79] "RNF207" "ICMT"
## [81] "GPR153" "ACOT7"
## [83] "HES2" "ESPN"
## [85] "TNFRSF25" "PLEKHG5"
## [87] "NOL9" "TAS1R1"
## [89] "ZBTB48" "KLHL21"
## [91] "PHF13" "THAP3"
## [93] "DNAJC11" "CAMTA1"
## [95] "VAMP3" "PER3"
## [97] "UTS2" "TNFRSF9"
## [99] "PARK7" "ERRFI1"
## [101] "SLC45A1" "RERE"
## [103] "ENO1" "ENO1-AS1"
## [105] "CA6" "SLC2A7"
## [107] "SLC2A5" "GPR157"
## [109] "MIR34A" "H6PD"
## [111] "SPSB1" "SLC25A33"
## [113] "TMEM201" "PIK3CD"
## [115] "CLSTN1" "CTNNBIP1"
## [117] "LZIC" "NMNAT1"
## [119] "RBP7" "UBE4B"
## [121] "KIF1B" "PGD"
## [123] "CORT" "DFFA"
## [125] "PEX14" "CASZ1"
## [127] "C1orf127" "TARDBP"
## [129] "MASP2" "SRM"
## [131] "EXOSC10" "MTOR"
## [133] "ANGPTL7" "UBIAD1"
## [135] "FBXO2" "FBXO44"
## [137] "FBXO6" "MAD2L2"
## [139] "DRAXIN" "AGTRAP"
## [141] "MTHFR" "CLCN6"
## [143] "NPPA-AS1" "NPPA"
## [145] "NPPB" "KIAA2013"
## [147] "PLOD1" "MFN2"
## [149] "MIIP" "TNFRSF8"
## [151] "TNFRSF1B" "VPS13D"
## [153] "DHRS3" "C1orf158"
## [155] "HNRNPCL1" "LRRC38"
## [157] "PDPN" "PRDM2"
## [159] "KAZN" "TMEM51-AS1"
## [161] "TMEM51" "FHAD1"
## [163] "EFHD2" "CTRC"
## [165] "CELA2B" "CASP9"
## [167] "DNAJC16" "AGMAT"
## [169] "DDI2" "RSC1A1"
## [171] "PLEKHM2" "SLC25A34"
## [173] "FBLIM1" "UQCRHL"
## [175] "FLJ37453" "SPEN"
## [177] "ZBTB17" "HSPB7"
## [179] "CLCNKA" "CLCNKB"
## [181] "FAM131C" "EPHA2"
## [183] "ARHGEF19" "FBXO42"
## [185] "SZRD1" "SPATA21"
## [187] "NECAP2" "CROCCP3"
## [189] "NBPF1" "CROCCP2"
## [191] "MST1P2" "ESPNP"
## [193] "MST1L" "CROCC"
## [195] "MFAP2" "ATP13A2"
## [197] "SDHB" "PADI2"
## [199] "PADI1" "PADI3"
## [201] "PADI4" "RCC2"
## [203] "ARHGEF10L" "ACTL8"
## [205] "IGSF21" "KLHDC7A"
## [207] "PAX7" "ALDH4A1"
## [209] "IFFO2" "UBR4"
## [211] "EMC1" "MRTO4"
## [213] "AKR7L" "AKR7A3"
## [215] "LOC100506730" "AKR7A2"
## [217] "PQLC2" "CAPZB"
## [219] "MINOS1" "NBL1"
## [221] "HTR6" "TMCO4"
## [223] "RNF186" "OTUD3"
## [225] "PLA2G2A" "PLA2G5"
## [227] "PLA2G2D" "UBXN10"
## [229] "VWA5B1" "CAMK2N1"
## [231] "MUL1" "FAM43B"
## [233] "CDA" "PINK1"
## [235] "DDOST" "KIF17"
## [237] "SH2D5" "HP1BP3"
## [239] "EIF4G3" "ECE1"
## [241] "LOC100506801" "NBPF3"
## [243] "ALPL" "RAP1GAP"
## [245] "USP48" "LDLRAD2"
## [247] "HSPG2" "LINC00339"
## [249] "CDC42" "WNT4"
## [251] "ZBTB40" "EPHA8"
## [253] "C1QA" "C1QC"
## [255] "C1QB" "EPHB2"
## [257] "MIR4253" "KDM1A"
## [259] "LUZP1" "HTR1D"
## [261] "HNRNPR" "ZNF436"
## [263] "TCEA3" "ASAP3"
## [265] "E2F2" "ID3"
## [267] "MDS2" "RPL11"
## [269] "PITHD1" "LYPLA2"
## [271] "GALE" "HMGCL"
## [273] "FUCA1" "CNR2"
## [275] "PNRC2" "SRSF10"
## [277] "MYOM3" "IL22RA1"
## [279] "IFNLR1" "LOC284632"
## [281] "GRHL3" "STPG1"
## [283] "NIPAL3" "RCAN3AS"
## [285] "RCAN3" "NCMAP"
## [287] "SRRM1" "CLIC4"
## [289] "RUNX3" "SYF2"
## [291] "RHD" "TMEM50A"
## [293] "RHCE" "LDLRAP1"
## [295] "MAN1C1" "MTFR1L"
## [297] "LOC646471" "AUNIP"
## [299] "PAQR7" "STMN1"
## [301] "PAFAH2" "EXTL1"
## [303] "SLC30A2" "TRIM63"
## [305] "PDIK1L" "FAM110D"
## [307] "ZNF593" "CNKSR1"
## [309] "CEP85" "SH3BGRL3"
## [311] "UBXN11" "CD52"
## [313] "ZNF683" "LIN28A"
## [315] "DHDDS" "HMGN2"
## [317] "RPS6KA1" "ARID1A"
## [319] "PIGV" "ZDHHC18"
## [321] "SFN" "GPN2"
## [323] "GPATCH3" "NR0B2"
## [325] "NUDC" "TRNP1"
## [327] "SLC9A1" "WDTC1"
## [329] "TMEM222" "SYTL1"
## [331] "MAP3K6" "FCN3"
## [333] "CD164L2" "GPR3"
## [335] "WASF2" "AHDC1"
## [337] "FGR" "IFI6"
## [339] "FAM76A" "STX12"
## [341] "PPP1R8" "SCARNA1"
## [343] "THEMIS2" "RPA2"
## [345] "SMPDL3B" "XKR8"
## [347] "EYA3" "PTAFR"
## [349] "DNAJC8" "SESN2"
## [351] "MED18" "PHACTR4"
## [353] "SNHG3" "RCC1"
## [355] "TRNAU1AP" "SNHG12"
## [357] "SNORD99" "SNORA61"
## [359] "SNORA44" "SNORA16A"
## [361] "RAB42" "TAF12"
## [363] "RNU11" "GMEB1"
## [365] "YTHDF2" "EPB41"
## [367] "TMEM200B" "SRSF4"
## [369] "MECR" "PTPRU"
## [371] "MATN1" "MATN1-AS1"
## [373] "LAPTM5" "SDC3"
## [375] "PUM1" "NKAIN1"
## [377] "SNRNP40" "ZCCHC17"
## [379] "FABP3" "SERINC2"
## [381] "TINAGL1" "HCRTR1"
## [383] "PEF1" "COL16A1"
## [385] "SPOCD1" "PTP4A2"
## [387] "KHDRBS1" "TMEM39B"
## [389] "KPNA6" "TXLNA"
## [391] "CCDC28B" "IQCC"
## [393] "DCDC2B" "TMEM234"
## [395] "EIF3I" "MTMR9LP"
## [397] "FAM167B" "LCK"
## [399] "HDAC1" "MARCKSL1"
## [401] "FAM229A" "TSSK3"
## [403] "BSDC1" "ZBTB8B"
## [405] "ZBTB8A" "ZBTB8OS"
## [407] "RBBP4" "SYNC"
## [409] "KIAA1522" "YARS"
## [411] "S100PBP" "FNDC5"
## [413] "HPCA" "TMEM54"
## [415] "RNF19B" "AK2"
## [417] "TRIM62" "ZNF362"
## [419] "PHC2" "MIR3605"
## [421] "ZSCAN20" "CSMD2"
## [423] "GJB5" "GJB4"
## [425] "GJB3" "GJA4"
## [427] "SMIM12" "DLGAP3"
## [429] "LOC653160" "ZMYM6"
## [431] "ZMYM1" "SFPQ"
## [433] "ZMYM4" "KIAA0319L"
## [435] "NCDN" "TFAP2E"
## [437] "PSMB2" "C1orf216"
## [439] "CLSPN" "AGO4"
## [441] "AGO1" "AGO3"
## [443] "TEKT2" "ADPRHL2"
## [445] "COL8A2" "TRAPPC3"
## [447] "MAP7D1" "THRAP3"
## [449] "SH3D21" "EVA1B"
## [451] "STK40" "LSM10"
## [453] "OSCP1" "MRPS15"
## [455] "CSF3R" "GRIK3"
## [457] "ZC3H12A" "MEAF6"
## [459] "MIR5581" "SNIP1"
## [461] "DNALI1" "GNL2"
## [463] "RSPO1" "C1orf109"
## [465] "CDCA8" "EPHA10"
## [467] "MANEAL" "YRDC"
## [469] "C1orf122" "MTF1"
## [471] "INPP5B" "SF3A3"
## [473] "FHL3" "POU3F1"
## [475] "RRAGC" "GJA9-MYCBP"
## [477] "MYCBP" "RHBDL2"
## [479] "AKIRIN1" "NDUFS5"
## [481] "MACF1" "KIAA0754"
## [483] "BMP8A" "PPIEL"
## [485] "PABPC4" "SNORA55"
## [487] "HEYL" "HPCAL4"
## [489] "PPIE" "BMP8B"
## [491] "OXCT2" "TRIT1"
## [493] "MFSD2A" "CAP1"
## [495] "PPT1" "RLF"
## [497] "TMCO2" "ZMPSTE24"
## [499] "COL9A2" "SMAP2"
## [501] "ZFP69B" "ZFP69"
## [503] "EXO5" "ZNF684"
## [505] "RIMS3" "NFYC"
## [507] "KCNQ4" "CITED4"
## [509] "CTPS1" "SLFNL1-AS1"
## [511] "SLFNL1" "SCMH1"
## [513] "EDN2" "HIVEP3"
## [515] "GUCA2B" "FOXJ3"
## [517] "RIMKLA" "ZMYND12"
## [519] "PPCS" "CCDC30"
## [521] "PPIH" "YBX1"
## [523] "CLDN19" "C1orf50"
## [525] "ERMAP" "ZNF691"
## [527] "SLC2A1" "SLC2A1-AS1"
## [529] "FAM183A" "EBNA1BP2"
## [531] "TMEM125" "C1orf210"
## [533] "TIE1" "MPL"
## [535] "CDC20" "ELOVL1"
## [537] "MED8" "SZT2"
## [539] "HYI" "PTPRF"
## [541] "KDM4A" "KDM4A-AS1"
## [543] "ST3GAL3" "ARTN"
## [545] "IPO13" "DPH2"
## [547] "ATP6V0B" "B4GALT2"
## [549] "CCDC24" "SLC6A9"
## [551] "KLF17" "DMAP1"
## [553] "ERI3" "RNF220"
## [555] "TMEM53" "KIF2C"
## [557] "RPS8" "SNORD55"
## [559] "SNORD46" "SNORD38A"
## [561] "SNORD38B" "BEST4"
## [563] "PLK3" "TCTEX1D4"
## [565] "BTBD19" "PTCH2"
## [567] "EIF2B3" "HECTD3"
## [569] "UROD" "ZSWIM5"
## [571] "HPDL" "MUTYH"
## [573] "TOE1" "TESK2"
## [575] "MMACHC" "PRDX1"
## [577] "AKR1A1" "NASP"
## [579] "CCDC17" "GPBP1L1"
## [581] "RPS15AP10" "TMEM69"
## [583] "IPP" "MAST2"
## [585] "PIK3R3" "TSPAN1"
## [587] "POMGNT1" "LURAP1"
## [589] "RAD54L" "LRRC41"
## [591] "UQCRH" "NSUN4"
## [593] "FAAH" "DMBX1"
## [595] "MKNK1-AS1" "MKNK1"
## [597] "MOB3C" "ATPAF1"
## [599] "EFCAB14-AS1" "EFCAB14"
## [601] "CYP4B1" "CYP4Z2P"
## [603] "CYP4A11" "CYP4X1"
## [605] "CYP4Z1" "LINC00853"
## [607] "PDZK1IP1" "TAL1"
## [609] "STIL" "CMPK1"
## [611] "FOXE3" "FOXD2-AS1"
## [613] "FOXD2" "TRABD2B"
## [615] "SLC5A9" "SPATA6"
## [617] "AGBL4" "BEND5"
## [619] "ELAVL4" "DMRTA2"
## [621] "FAF1" "CDKN2C"
## [623] "RNF11" "TTC39A"
## [625] "EPS15" "OSBPL9"
## [627] "RAB3B" "TXNDC12"
## [629] "BTF3L4" "ZFYVE9"
## [631] "CC2D1B" "ORC1"
## [633] "PRPF38A" "GPX7"
## [635] "ZYG11B" "ZYG11A"
## [637] "ECHDC2" "SCP2"
## [639] "PODN" "SLC1A7"
## [641] "CPT2" "C1orf123"
## [643] "MAGOH" "LOC100507564"
## [645] "LRP8" "GLIS1"
## [647] "YIPF1" "DIO1"
## [649] "HSPB11" "LRRC42"
## [651] "LDLRAD1" "TMEM59"
## [653] "TCEANC2" "CYB5RL"
## [655] "MRPL37" "SSBP3"
## [657] "ACOT11" "FAM151A"
## [659] "MROH7" "TTC4"
## [661] "PARS2" "TTC22"
## [663] "DHCR24" "TMEM61"
## [665] "PCSK9" "USP24"
## [667] "LOC100507634" "PRKAA2"
## [669] "C8A" "C8B"
## [671] "DAB1" "OMA1"
## [673] "TACSTD2" "MYSM1"
## [675] "JUN" "HSD52"
## [677] "FGGY" "HOOK1"
## [679] "CYP2J2" "C1orf87"
## [681] "NFIA" "TM2D1"
## [683] "L1TD1" "KANK4"
## [685] "USP1" "DOCK7"
## [687] "ANGPTL3" "ATG4C"
## [689] "LINC00466" "FOXD3"
## [691] "ALG6" "ITGB3BP"
## [693] "EFCAB7" "DLEU2L"
## [695] "PGM1" "ROR1"
## [697] "CACHD1" "RAVER2"
## [699] "JAK1" "MIR3671"
## [701] "AK4" "DNAJC6"
## [703] "LEPROT" "LEPR"
## [705] "PDE4B" "SGIP1"
## [707] "TCTEX1D1" "WDR78"
## [709] "MIER1" "SLC35D1"
## [711] "C1orf141" "IL23R"
## [713] "IL12RB2" "SERBP1"
## [715] "GADD45A" "GNG12"
## [717] "GNG12-AS1" "DIRAS3"
## [719] "WLS" "DEPDC1"
## [721] "LRRC7" "LRRC40"
## [723] "SRSF11" "ANKRD13C"
## [725] "HHLA3" "CTH"
## [727] "PTGER3" "ZRANB2-AS1"
## [729] "ZRANB2" "MIR186"
## [731] "ZRANB2-AS2" "NEGR1"
## [733] "LRRIQ3" "FPGT"
## [735] "CRYZ" "TYW3"
## [737] "LHX8" "SLC44A5"
## [739] "ACADM" "RABGGTB"
## [741] "SNORD45C" "SNORD45A"
## [743] "SNORD45B" "MSH4"
## [745] "ST6GALNAC3" "ST6GALNAC5"
## [747] "PIGK" "AK5"
## [749] "ZZZ3" "USP33"
## [751] "NEXN" "FUBP1"
## [753] "DNAJB4" "GIPC2"
## [755] "PTGFR" "IFI44L"
## [757] "IFI44" "TTLL7"
## [759] "PRKACB" "SAMD13"
## [761] "UOX" "DNASE2B"
## [763] "RPF1" "GNG5"
## [765] "CTBS" "SSX2IP"
## [767] "LPAR3" "MCOLN2"
## [769] "MCOLN3" "WDR63"
## [771] "SYDE2" "C1orf52"
## [773] "BCL10" "LOC646626"
## [775] "DDAH1" "CYR61"
## [777] "ZNHIT6" "COL24A1"
## [779] "ODF2L" "CLCA2"
## [781] "CLCA4" "CLCA3P"
## [783] "SH3GLB1" "HS2ST1"
## [785] "LMO4" "PKN2"
## [787] "GTF2B" "RBMXL1"
## [789] "GBP3" "GBP1"
## [791] "GBP2" "GBP7"
## [793] "GBP4" "GBP5"
## [795] "GBP6" "GBP1P1"
## [797] "LRRC8B" "LRRC8C"
## [799] "LRRC8D" "GEMIN8P4"
## [801] "ZNF326" "ZNF644"
## [803] "HFM1" "CDC7"
## [805] "TGFBR3" "EPHX4"
## [807] "BTBD8" "KIAA1107"
## [809] "GLMN" "RPAP2"
## [811] "GFI1" "EVI5"
## [813] "RPL5" "FAM69A"
## [815] "SNORD21" "SNORA66"
## [817] "MTF2" "TMED5"
## [819] "CCDC18" "DR1"
## [821] "FNBP1L" "BCAR3"
## [823] "LOC100129046" "DNTTIP2"
## [825] "GCLM" "ABCA4"
## [827] "ARHGAP29" "ABCD3"
## [829] "F3" "SLC44A3"
## [831] "CNN3" "LOC729970"
## [833] "ALG14" "TMEM56"
## [835] "TMEM56-RWDD3" "RWDD3"
## [837] "PTBP2" "DPYD"
## [839] "MIR137HG" "MIR2682"
## [841] "SNX7" "PALMD"
## [843] "FRRS1" "AGL"
## [845] "SLC35A3" "SASS6"
## [847] "TRMT13" "LRRC39"
## [849] "DBT" "RTCA"
## [851] "CDC14A" "GPR88"
## [853] "VCAM1" "EXTL2"
## [855] "SLC30A7" "DPH5"
## [857] "S1PR1" "COL11A1"
## [859] "RNPC3" "AMY2B"
## [861] "ACTG1P4" "PRMT6"
## [863] "NTNG1" "VAV3"
## [865] "SLC25A24" "NBPF4"
## [867] "FAM102B" "HENMT1"
## [869] "PRPF38B" "FNDC7"
## [871] "STXBP3" "AKNAD1"
## [873] "GPSM2" "CLCC1"
## [875] "WDR47" "TAF13"
## [877] "TMEM167B" "SCARNA2"
## [879] "C1orf194" "KIAA1324"
## [881] "SARS" "CELSR2"
## [883] "PSRC1" "MYBPHL"
## [885] "SORT1" "PSMA5"
## [887] "SYPL2" "ATXN7L2"
## [889] "CYB561D1" "AMIGO1"
## [891] "GNAI3" "MIR197"
## [893] "GNAT2" "AMPD2"
## [895] "GSTM4" "GSTM2"
## [897] "GSTM1" "GSTM5"
## [899] "GSTM3" "EPS8L3"
## [901] "CSF1" "AHCYL1"
## [903] "STRIP1" "ALX3"
## [905] "UBL4B" "SLC6A17"
## [907] "KCNC4" "RBM15"
## [909] "SLC16A4" "LAMTOR5"
## [911] "CYMP" "KCNA3"
## [913] "CD53" "LRIF1"
## [915] "DRAM2" "CEPT1"
## [917] "DENND2D" "CHI3L2"
## [919] "CHIAP2" "CHIA"
## [921] "PIFO" "OVGP1"
## [923] "WDR77" "C1orf162"
## [925] "ADORA3" "RAP1A"
## [927] "DDX20" "KCND3"
## [929] "CTTNBP2NL" "WNT2B"
## [931] "ST7L" "CAPZA1"
## [933] "MOV10" "RHOC"
## [935] "PPM1J" "FAM19A3"
## [937] "SLC16A1" "AKR7A2P1"
## [939] "LRIG2" "LOC643441"
## [941] "MAGI3" "PHTF1"
## [943] "RSBN1" "PTPN22"
## [945] "AP4B1-AS1" "BCL2L15"
## [947] "AP4B1" "DCLRE1B"
## [949] "HIPK1" "OLFML3"
## [951] "SYT6" "TRIM33"
## [953] "BCAS2" "DENND2C"
## [955] "AMPD1" "NRAS"
## [957] "CSDE1" "SIKE1"
## [959] "TSPAN2" "NGF"
## [961] "VANGL1" "CASQ2"
## [963] "NHLH2" "SLC22A15"
## [965] "MAB21L3" "ATP1A1"
## [967] "CD58" "IGSF3"
## [969] "CD2" "PTGFRN"
## [971] "CD101" "TTF2"
## [973] "TRIM45" "VTCN1"
## [975] "MAN1A2" "GDAP2"
## [977] "WDR3" "SPAG17"
## [979] "TBX15" "WARS2"
## [981] "HAO2" "HSD3BP4"
## [983] "LINC00622" "ZNF697"
## [985] "PHGDH" "HMGCS2"
## [987] "REG4" "NOTCH2"
## [989] "FAM72B" "HIST2H2BA"
## [991] "FCGR1B" "SRGAP2D"
## [993] "EMBP1" "ANKRD20A12P"
## [995] "FAM72D" "PFN1P2"
## [997] "NBPF9" "PDE4DIP"
## [999] "SEC22B" "NBPF10"
## [1001] "TXNIP" "POLR3GL"
## [1003] "ANKRD34A" "LIX1L"
## [1005] "RBM8A" "GNRHR2"
## [1007] "PEX11B" "ITGA10"
## [1009] "ANKRD35" "PIAS3"
## [1011] "NUDT17" "POLR3C"
## [1013] "RNF115" "CD160"
## [1015] "PDZK1" "GPR89A"
## [1017] "LOC728989" "PRKAB2"
## [1019] "FMO5" "CHD1L"
## [1021] "LINC00624" "BCL9"
## [1023] "ACP6" "GJA5"
## [1025] "GPR89B" "NBPF14"
## [1027] "NBPF15" "HIST2H2BF"
## [1029] "FCGR1A" "HIST2H3D"
## [1031] "HIST2H2BC" "HIST2H2BE"
## [1033] "HIST2H2AC" "HIST2H2AB"
## [1035] "BOLA1" "SV2A"
## [1037] "SF3B4" "MTMR11"
## [1039] "OTUD7B" "VPS45"
## [1041] "PLEKHO1" "ANP32E"
## [1043] "CA14" "APH1A"
## [1045] "C1orf54" "MRPS21"
## [1047] "PRPF3" "RPRD2"
## [1049] "TARS2" "ECM1"
## [1051] "ADAMTSL4" "MIR4257"
## [1053] "MCL1" "ENSA"
## [1055] "GOLPH3L" "HORMAD1"
## [1057] "CTSS" "CTSK"
## [1059] "ARNT" "SETDB1"
## [1061] "CERS2" "ANXA9"
## [1063] "BNIPL" "C1orf56"
## [1065] "CDC42SE1" "MLLT11"
## [1067] "GABPB2" "SEMA6C"
## [1069] "TNFAIP8L2" "LYSMD1"
## [1071] "SCNM1" "TMOD4"
## [1073] "VPS72" "PIP5K1A"
## [1075] "PSMD4" "ZNF687"
## [1077] "PI4KB" "RFX5"
## [1079] "SELENBP1" "PSMB4"
## [1081] "POGZ" "CGN"
## [1083] "TUFT1" "MIR554"
## [1085] "SNX27" "CELF3"
## [1087] "RIIAD1" "MRPL9"
## [1089] "OAZ3" "TDRKH"
## [1091] "RORC" "C2CD4D"
## [1093] "LOC100132111" "THEM5"
## [1095] "THEM4" "S100A10"
## [1097] "S100A11" "TCHHL1"
## [1099] "TCHH" "RPTN"
## [1101] "HRNR" "FLG"
## [1103] "FLG2" "CRNN"
## [1105] "CRCT1" "LCE3E"
## [1107] "LCE3D" "KPRP"
## [1109] "LCE1F" "LCE1E"
## [1111] "LCE1C" "LCE1B"
## [1113] "IVL" "SPRR1A"
## [1115] "SPRR3" "SPRR1B"
## [1117] "SPRR2D" "SPRR2A"
## [1119] "SPRR2E" "SPRR2F"
## [1121] "SPRR2C" "PGLYRP3"
## [1123] "PGLYRP4" "S100A9"
## [1125] "S100A12" "S100A8"
## [1127] "S100A7A" "S100A7"
## [1129] "S100A6" "S100A5"
## [1131] "S100A4" "S100A3"
## [1133] "S100A2" "S100A16"
## [1135] "S100A14" "S100A13"
## [1137] "S100A1" "CHTOP"
## [1139] "SNAPIN" "ILF2"
## [1141] "NPR1" "INTS3"
## [1143] "SLC27A3" "GATAD2B"
## [1145] "DENND4B" "CRTC2"
## [1147] "SLC39A1" "CREB3L4"
## [1149] "JTB" "RAB13"
## [1151] "RPS27" "NUP210L"
## [1153] "TPM3" "C1orf189"
## [1155] "C1orf43" "UBAP2L"
## [1157] "HAX1" "AQP10"
## [1159] "ATP8B2" "IL6R"
## [1161] "SHE" "TDRD10"
## [1163] "UBE2Q1" "CHRNB2"
## [1165] "ADAR" "KCNN3"
## [1167] "PMVK" "PBXIP1"
## [1169] "PYGO2" "SHC1"
## [1171] "CKS1B" "MIR4258"
## [1173] "FLAD1" "LENEP"
## [1175] "ZBTB7B" "DCST2"
## [1177] "DCST1" "ADAM15"
## [1179] "EFNA4" "EFNA3"
## [1181] "EFNA1" "SLC50A1"
## [1183] "DPM3" "KRTCAP2"
## [1185] "TRIM46" "MUC1"
## [1187] "THBS3" "MTX1"
## [1189] "GBAP1" "GBA"
## [1191] "FAM189B" "SCAMP3"
## [1193] "CLK2" "HCN3"
## [1195] "PKLR" "FDPS"
## [1197] "RUSC1-AS1" "RUSC1"
## [1199] "ASH1L" "ASH1L-AS1"
## [1201] "MSTO1" "MSTO2P"
## [1203] "YY1AP1" "DAP3"
## [1205] "GON4L" "SYT11"
## [1207] "RIT1" "SCARNA4"
## [1209] "RXFP4" "ARHGEF2"
## [1211] "SSR2" "UBQLN4"
## [1213] "LAMTOR2" "RAB25"
## [1215] "MEX3A" "LMNA"
## [1217] "SEMA4A" "SLC25A44"
## [1219] "PMF1" "BGLAP"
## [1221] "PAQR6" "SMG5"
## [1223] "TMEM79" "VHLL"
## [1225] "CCT3" "TSACC"
## [1227] "RHBG" "C1orf61"
## [1229] "MEF2D" "IQGAP3"
## [1231] "TTC24" "GPATCH4"
## [1233] "HAPLN2" "BCAN"
## [1235] "NES" "CRABP2"
## [1237] "ISG20L2" "RRNAD1"
## [1239] "MRPL24" "HDGF"
## [1241] "PRCC" "SH2D2A"
## [1243] "NTRK1" "INSRR"
## [1245] "PEAR1" "LRRC71"
## [1247] "ARHGEF11" "MIR765"
## [1249] "ETV3L" "ETV3"
## [1251] "CYCSP52" "FCRL5"
## [1253] "FCRL4" "FCRL3"
## [1255] "FCRL2" "FCRL1"
## [1257] "CD5L" "CD1D"
## [1259] "CD1A" "CD1C"
## [1261] "CD1E" "SPTA1"
## [1263] "MNDA" "PYHIN1"
## [1265] "IFI16" "AIM2"
## [1267] "CADM3" "FCER1A"
## [1269] "APCS" "CRP"
## [1271] "DUSP23" "FCRL6"
## [1273] "SLAMF8" "VSIG8"
## [1275] "TAGLN2" "IGSF9"
## [1277] "SLAMF9" "PIGM"
## [1279] "KCNJ10" "IGSF8"
## [1281] "ATP1A2" "ATP1A4"
## [1283] "CASQ1" "PEA15"
## [1285] "DCAF8" "PEX19"
## [1287] "COPA" "SUMO1P3"
## [1289] "NCSTN" "NHLH1"
## [1291] "VANGL2" "SLAMF6"
## [1293] "CD84" "SLAMF1"
## [1295] "CD48" "SLAMF7"
## [1297] "LY9" "CD244"
## [1299] "ITLN1" "ITLN2"
## [1301] "F11R" "TSTD1"
## [1303] "USF1" "ARHGAP30"
## [1305] "KLHDC9" "PFDN2"
## [1307] "NIT1" "DEDD"
## [1309] "UFC1" "USP21"
## [1311] "PPOX" "B4GALT3"
## [1313] "ADAMTS4" "NDUFS2"
## [1315] "FCER1G" "TOMM40L"
## [1317] "NR1I3" "PCP4L1"
## [1319] "MPZ" "SDHC"
## [1321] "FCGR2A" "HSPA6"
## [1323] "FCGR3A" "FCGR2C"
## [1325] "HSPA7" "FCGR3B"
## [1327] "FCGR2B" "RPL31P11"
## [1329] "FCRLA" "FCRLB"
## [1331] "DUSP12" "ATF6"
## [1333] "OLFML2B" "NOS1AP"
## [1335] "C1orf226" "SH2D1B"
## [1337] "UHMK1" "UAP1"
## [1339] "DDR2" "HSD17B7"
## [1341] "RGS4" "RGS5"
## [1343] "NUF2" "PBX1"
## [1345] "RXRG" "LOC400794"
## [1347] "MGST3" "ALDH9A1"
## [1349] "LOC440700" "TMCO1"
## [1351] "UCK2" "FAM78B"
## [1353] "POGK" "TADA1"
## [1355] "ILDR2" "MAEL"
## [1357] "GPA33" "DUSP27"
## [1359] "POU2F1" "CD247"
## [1361] "CREG1" "RCSD1"
## [1363] "MPZL1" "ADCY10"
## [1365] "MPC2" "DCAF6"
## [1367] "GPR161" "TIPRL"
## [1369] "SFT2D2" "ANKRD36BP1"
## [1371] "TBX19" "LOC100505918"
## [1373] "XCL2" "XCL1"
## [1375] "DPT" "ATP1B1"
## [1377] "NME7" "BLZF1"
## [1379] "SLC19A2" "F5"
## [1381] "SELP" "SELL"
## [1383] "SELE" "METTL18"
## [1385] "C1orf112" "SCYL3"
## [1387] "KIFAP3" "GORAB"
## [1389] "PRRX1" "MROH9"
## [1391] "FMO3" "FMO2"
## [1393] "FMO1" "FMO4"
## [1395] "TOP1P1" "PRRC2C"
## [1397] "MYOC" "VAMP4"
## [1399] "METTL13" "DNM3"
## [1401] "DNM3OS" "C1orf105"
## [1403] "PIGC" "SUCO"
## [1405] "FASLG" "TNFSF18"
## [1407] "TNFSF4" "LOC100506023"
## [1409] "PRDX6" "SLC9C2"
## [1411] "ANKRD45" "KLHL20"
## [1413] "CENPL" "DARS2"
## [1415] "GAS5-AS1" "GAS5"
## [1417] "SNORD81" "SNORD47"
## [1419] "SNORD80" "SNORD79"
## [1421] "SNORD78" "SNORD44"
## [1423] "SNORD77" "SNORD76"
## [1425] "SNORD75" "SNORD74"
## [1427] "ZBTB37" "SERPINC1"
## [1429] "RC3H1" "RABGAP1L"
## [1431] "GPR52" "CACYBP"
## [1433] "MRPS14" "TNN"
## [1435] "KIAA0040" "TNR"
## [1437] "SCARNA3" "PAPPA2"
## [1439] "ASTN1" "SEC16B"
## [1441] "RASAL2-AS1" "RASAL2"
## [1443] "C1orf220" "RALGPS2"
## [1445] "ANGPTL1" "FAM20B"
## [1447] "TOR3A" "ABL2"
## [1449] "SOAT1" "AXDND1"
## [1451] "TDRD5" "FAM163A"
## [1453] "TOR1AIP2" "TOR1AIP1"
## [1455] "CEP350" "QSOX1"
## [1457] "FLJ23867" "LHX4"
## [1459] "ACBD6" "XPR1"
## [1461] "KIAA1614" "STX6"
## [1463] "MR1" "IER5"
## [1465] "CACNA1E" "ZNF648"
## [1467] "GLUL" "TEDDM1"
## [1469] "RNASEL" "RGS16"
## [1471] "NPL" "DHX9"
## [1473] "LAMC1" "LAMC2"
## [1475] "NMNAT2" "SMG7-AS1"
## [1477] "SMG7" "NCF2"
## [1479] "ARPC5" "RGL1"
## [1481] "APOBEC4" "TSEN15"
## [1483] "C1orf21" "EDEM3"
## [1485] "FAM129A" "RNF2"
## [1487] "TRMT1L" "SWT1"
## [1489] "IVNS1ABP" "HMCN1"
## [1491] "PRG4" "TPR"
## [1493] "OCLM" "PDC"
## [1495] "PTGS2" "PLA2G4A"
## [1497] "RGS18" "RGS1"
## [1499] "RGS13" "RGS2"
## [1501] "UCHL5" "TROVE2"
## [1503] "GLRX2" "CDC73"
## [1505] "B3GALT2" "KCNT2"
## [1507] "CFH" "CFHR3"
## [1509] "CFHR1" "F13B"
## [1511] "ASPM" "ZBTB41"
## [1513] "CRB1" "DENND1B"
## [1515] "C1orf53" "LHX9"
## [1517] "NEK7" "PTPRC"
## [1519] "NR5A2" "ZNF281"
## [1521] "KIF14" "DDX59"
## [1523] "CAMSAP2" "GPR25"
## [1525] "KIF21B" "CACNA1S"
## [1527] "ASCL5" "TMEM9"
## [1529] "IGFN1" "PKP1"
## [1531] "TNNT2" "LAD1"
## [1533] "TNNI1" "PHLDA3"
## [1535] "CSRP1" "RPS10P7"
## [1537] "NAV1" "IPO9"
## [1539] "SHISA4" "LMOD1"
## [1541] "TIMM17A" "RNPEP"
## [1543] "ELF3" "GPR37L1"
## [1545] "ARL8A" "PTPN7"
## [1547] "PTPRVP" "LGR6"
## [1549] "UBE2T" "PPP1R12B"
## [1551] "SYT2" "KDM5B"
## [1553] "LOC148709" "RABIF"
## [1555] "KLHL12" "ADIPOR1"
## [1557] "CYB5R1" "TMEM183A"
## [1559] "PPFIA4" "ADORA1"
## [1561] "MYBPH" "CHI3L1"
## [1563] "CHIT1" "BTG2"
## [1565] "FMOD" "PRELP"
## [1567] "ATP2B4" "SNORA77"
## [1569] "LINC00260" "LAX1"
## [1571] "ZC3H11A" "ZBED6"
## [1573] "SNRPE" "SOX13"
## [1575] "ETNK2" "REN"
## [1577] "KISS1" "GOLT1A"
## [1579] "PLEKHA6" "LINC00628"
## [1581] "PPP1R15B" "PIK3C2B"
## [1583] "MDM4" "LRRN2"
## [1585] "NFASC" "CNTN2"
## [1587] "TMEM81" "RBBP5"
## [1589] "DSTYK" "TMCC2"
## [1591] "NUAK2" "KLHDC8A"
## [1593] "LEMD1" "CDK18"
## [1595] "LOC284578" "ELK4"
## [1597] "SLC45A3" "NUCKS1"
## [1599] "SLC41A1" "PM20D1"
## [1601] "LOC284581" "SLC26A9"
## [1603] "FAM72A" "CTSE"
## [1605] "SRGAP2C" "SRGAP2"
## [1607] "IKBKE" "RASSF5"
## [1609] "EIF2D" "DYRK3"
## [1611] "MAPKAPK2" "IL10"
## [1613] "IL19" "IL20"
## [1615] "IL24" "PIGR"
## [1617] "FCAMR" "C1orf116"
## [1619] "YOD1" "PFKFB2"
## [1621] "C4BPB" "C4BPA"
## [1623] "CD55" "CR2"
## [1625] "CR1" "CR1L"
## [1627] "CD46" "MIR29C"
## [1629] "MIR29B2" "LOC148696"
## [1631] "CD34" "PLXNA2"
## [1633] "MIR205HG" "MIR205"
## [1635] "CAMK1G" "LAMB3"
## [1637] "MIR4260" "G0S2"
## [1639] "HSD11B1" "TRAF3IP3"
## [1641] "C1orf74" "IRF6"
## [1643] "SYT14" "SERTAD4-AS1"
## [1645] "SERTAD4" "HHAT"
## [1647] "KCNH1" "RCOR3"
## [1649] "TRAF5" "LINC00467"
## [1651] "RD3" "SLC30A1"
## [1653] "NEK2" "LPGAT1"
## [1655] "INTS7" "DTL"
## [1657] "PPP2R5A" "SNORA16B"
## [1659] "TMEM206" "NENF"
## [1661] "ATF3" "FAM71A"
## [1663] "BATF3" "NSL1"
## [1665] "TATDN3" "FLVCR1"
## [1667] "VASH2" "ANGEL2"
## [1669] "RPS6KC1" "PROX1"
## [1671] "SMYD2" "PTPN14"
## [1673] "CENPF" "KCNK2"
## [1675] "KCTD3" "USH2A"
## [1677] "ESRRG" "GPATCH2"
## [1679] "SPATA17" "RRP15"
## [1681] "TGFB2" "LYPLAL1"
## [1683] "SLC30A10" "EPRS"
## [1685] "BPNT1" "IARS2"
## [1687] "RAB3GAP2" "MARK1"
## [1689] "C1orf115" "MARC2"
## [1691] "MARC1" "HLX"
## [1693] "C1orf140" "DUSP10"
## [1695] "HHIPL2" "TAF1A"
## [1697] "MIA3" "AIDA"
## [1699] "BROX" "FAM177B"
## [1701] "DISP1" "TLR5"
## [1703] "SUSD4" "CAPN8"
## [1705] "CAPN2" "TP53BP2"
## [1707] "FBXO28" "DEGS1"
## [1709] "NVL" "CNIH4"
## [1711] "WDR26" "CNIH3"
## [1713] "DNAH14" "LBR"
## [1715] "ENAH" "SRP9"
## [1717] "EPHX1" "TMEM63A"
## [1719] "LEFTY1" "PYCR2"
## [1721] "LEFTY2" "SDE2"
## [1723] "ACBD3" "LIN9"
## [1725] "PARP1" "ITPKB"
## [1727] "PSEN2" "CDC42BPA"
## [1729] "ZNF678" "JMJD4"
## [1731] "SNAP47" "WNT9A"
## [1733] "WNT3A" "ARF1"
## [1735] "C1orf35" "MRPL55"
## [1737] "GUK1" "GJC2"
## [1739] "IBA57" "OBSCN"
## [1741] "TRIM11" "TRIM17"
## [1743] "HIST3H2A" "HIST3H2BB"
## [1745] "RNF187" "RHOU"
## [1747] "DUSP5P1" "RAB4A"
## [1749] "CCSAP" "ACTA1"
## [1751] "NUP133" "ABCB10"
## [1753] "TAF5L" "URB2"
## [1755] "GALNT2" "PGBD5"
## [1757] "COG2" "AGT"
## [1759] "CAPN9" "C1orf198"
## [1761] "TTC13" "ARV1"
## [1763] "FAM89A" "TRIM67"
## [1765] "C1orf131" "GNPAT"
## [1767] "EXOC8" "SPRTN"
## [1769] "EGLN1" "TSNAX"
## [1771] "DISC1" "SIPA1L2"
## [1773] "MAP10" "NTPCR"
## [1775] "KCNK1" "SLC35F3"
## [1777] "COA6" "TARBP1"
## [1779] "IRF2BP2" "LINC00184"
## [1781] "TOMM20" "SNORA14B"
## [1783] "RBM34" "ARID4B"
## [1785] "GGPS1" "TBCE"
## [1787] "B3GALNT2" "GNG4"
## [1789] "LYST" "NID1"
## [1791] "GPR137B" "EDARADD"
## [1793] "LGALS8" "LGALS8-AS1"
## [1795] "HEATR1" "ACTN2"
## [1797] "MTR" "RYR2"
## [1799] "LOC100130331" "CHRM3"
## [1801] "FMN2" "GREM2"
## [1803] "RGS7" "FH"
## [1805] "KMO" "OPN3"
## [1807] "CHML" "WDR64"
## [1809] "EXO1" "MAP1LC3C"
## [1811] "PLD5" "CEP170"
## [1813] "SDCCAG8" "MIR4677"
## [1815] "AKT3" "LOC339529"
## [1817] "ZBTB18" "C1orf100"
## [1819] "ADSS" "DESI2"
## [1821] "COX20" "HNRNPU"
## [1823] "EFCAB2" "KIF26B"
## [1825] "SMYD3" "TFB2M"
## [1827] "CNST" "SCCPDH"
## [1829] "AHCTF1" "ZNF695"
## [1831] "ZNF670" "ZNF669"
## [1833] "C1orf229" "ZNF124"
## [1835] "MIR3916" "ZNF496"
## [1837] "NLRP3" "GCSAML"
## [1839] "TRIM58" "OR2W3"
## [1841] "OR14I1" "SH3BP5L"
## [1843] "MIR3124" "ZNF672"
## [1845] "ZNF692" "PGBD2"
## [1847] "TUBB8" "ZMYND11"
## [1849] "DIP2C" "PRR26"
## [1851] "LARP4B" "GTPBP4"
## [1853] "IDI2" "IDI2-AS1"
## [1855] "IDI1" "WDR37"
## [1857] "ADARB2" "PFKP"
## [1859] "PITRM1" "PITRM1-AS1"
## [1861] "KLF6" "LINC00705"
## [1863] "AKR1E2" "AKR1C6P"
## [1865] "AKR1C1" "AKR1C2"
## [1867] "AKR1C3" "AKR1C4"
## [1869] "UCN3" "TUBAL3"
## [1871] "NET1" "CALML5"
## [1873] "CALML3" "ASB13"
## [1875] "FAM208B" "GDI2"
## [1877] "ANKRD16" "IL15RA"
## [1879] "IL2RA" "RBM17"
## [1881] "PFKFB3" "LOC399715"
## [1883] "PRKCQ" "PRKCQ-AS1"
## [1885] "LINC00707" "SFMBT2"
## [1887] "ITIH5" "ITIH2"
## [1889] "KIN" "TAF3"
## [1891] "GATA3-AS1" "GATA3"
## [1893] "SFTA1P" "CELF2"
## [1895] "CELF2-AS2" "USP6NL"
## [1897] "ECHDC3" "PROSER2"
## [1899] "PROSER2-AS1" "UPF2"
## [1901] "DHTKD1" "SEC61A2"
## [1903] "NUDT5" "CDC123"
## [1905] "CAMK1D" "CCDC3"
## [1907] "OPTN" "MCM10"
## [1909] "PHYH" "SEPHS1"
## [1911] "BEND7" "PRPF18"
## [1913] "FRMD4A" "FAM107B"
## [1915] "CDNF" "HSPA14"
## [1917] "SUV39H2" "DCLRE1C"
## [1919] "MEIG1" "OLAH"
## [1921] "ACBD7" "C10orf111"
## [1923] "RPP38" "NMT2"
## [1925] "PPIAP30" "FAM171A1"
## [1927] "ITGA8" "PTER"
## [1929] "C1QL3" "RSU1"
## [1931] "CUBN" "TRDMT1"
## [1933] "VIM" "ST8SIA6"
## [1935] "ST8SIA6-AS1" "STAM"
## [1937] "TMEM236" "MRC1"
## [1939] "SLC39A12" "CACNB2"
## [1941] "NSUN6" "ARL5B"
## [1943] "PLXDC2" "NEBL"
## [1945] "NEBL-AS1" "MIR1915"
## [1947] "SKIDA1" "MLLT10"
## [1949] "DNAJC1" "LOC100130992"
## [1951] "COMMD3" "BMI1"
## [1953] "SPAG6" "LOC100499489"
## [1955] "PIP4K2A" "ARMC3"
## [1957] "MSRB2" "C10orf67"
## [1959] "OTUD1" "KIAA1217"
## [1961] "ARHGAP21" "PRTFDC1"
## [1963] "ENKUR" "THNSL1"
## [1965] "GPR158-AS1" "GPR158"
## [1967] "MYO3A" "APBB1IP"
## [1969] "PDSS1" "ABI1"
## [1971] "ANKRD26" "YME1L1"
## [1973] "MASTL" "ACBD5"
## [1975] "LRRC37A6P" "RAB18"
## [1977] "MKX" "ARMC4"
## [1979] "MPP7" "WAC-AS1"
## [1981] "WAC" "BAMBI"
## [1983] "SVIL" "MIR604"
## [1985] "MTPAP" "MAP3K8"
## [1987] "ZNF438" "ZEB1-AS1"
## [1989] "ZEB1" "ARHGAP12"
## [1991] "KIF5B" "EPC1"
## [1993] "CCDC7" "ITGB1"
## [1995] "NRP1" "PARD3"
## [1997] "CUL2" "CREM"
## [1999] "CCNY" "GJD4"
## [2001] "FZD8" "ANKRD30A"
## [2003] "ZNF248" "ZNF25"
## [2005] "ZNF33A" "ZNF37A"
## [2007] "HSD17B7P2" "LOC441666"
## [2009] "LINC00839" "ZNF37BP"
## [2011] "ZNF33B" "BMS1"
## [2013] "RET" "CSGALNACT2"
## [2015] "RASGEF1A" "FXYD4"
## [2017] "HNRNPF" "ZNF239"
## [2019] "ZNF485" "ZNF32"
## [2021] "ZNF32-AS1" "ZNF32-AS2"
## [2023] "HNRNPA3P1" "LINC00840"
## [2025] "CXCL12" "TMEM72-AS1"
## [2027] "RASSF4" "C10orf25"
## [2029] "ZNF22" "OR13A1"
## [2031] "ALOX5" "MARCH8"
## [2033] "ZFAND4" "AGAP4"
## [2035] "SYT15" "GPRIN2"
## [2037] "LINC00842" "HNRNPA1P33"
## [2039] "AGAP9" "ZNF488"
## [2041] "RBP3" "GDF10"
## [2043] "FRMPD2" "MAPK8"
## [2045] "ARHGAP22" "WDFY4"
## [2047] "LRRC18" "VSTM4"
## [2049] "ERCC6" "PGBD3"
## [2051] "OGDHL" "PARG"
## [2053] "MSMB" "NCOA4"
## [2055] "TIMM23" "AGAP6"
## [2057] "ASAH2" "SGMS1"
## [2059] "ASAH2B" "A1CF"
## [2061] "PRKG1" "CSTF2T"
## [2063] "PRKG1-AS1" "DKK1"
## [2065] "PCDH15" "ZWINT"
## [2067] "IPMK" "CISD1"
## [2069] "UBE2D1" "TFAM"
## [2071] "BICC1" "FAM133CP"
## [2073] "PHYHIPL" "FAM13C"
## [2075] "SLC16A9" "CCDC6"
## [2077] "ANK3" "CDK1"
## [2079] "RHOBTB1" "TMEM26"
## [2081] "ARID5B" "RTKN2"
## [2083] "ZNF365" "ADO"
## [2085] "EGR2" "NRBF2"
## [2087] "JMJD1C" "JMJD1C-AS1"
## [2089] "REEP3" "ANXA2P3"
## [2091] "DNAJC12" "SIRT1"
## [2093] "HERC4" "MYPN"
## [2095] "ATOH7" "PBLD"
## [2097] "HNRNPH3" "RUFY2"
## [2099] "DNA2" "SLC25A16"
## [2101] "TET1" "CCAR1"
## [2103] "SNORD98" "STOX1"
## [2105] "DDX50" "DDX21"
## [2107] "SRGN" "VPS26A"
## [2109] "SUPV3L1" "HKDC1"
## [2111] "HK1" "TACR2"
## [2113] "TSPAN15" "COL13A1"
## [2115] "H2AFY2" "AIFM2"
## [2117] "TYSND1" "SAR1A"
## [2119] "PPA1" "LRRC20"
## [2121] "EIF4EBP2" "NODAL"
## [2123] "PALD1" "PRF1"
## [2125] "ADAMTS14" "SGPL1"
## [2127] "PCBD1" "UNC5B"
## [2129] "UNC5B-AS1" "SLC29A3"
## [2131] "CDH23" "C10orf105"
## [2133] "PSAP" "CHST3"
## [2135] "SPOCK2" "ASCC1"
## [2137] "ANAPC16" "DDIT4"
## [2139] "DNAJB12" "MICU1"
## [2141] "MCU" "OIT3"
## [2143] "PLA2G12B" "P4HA1"
## [2145] "NUDT13" "ECD"
## [2147] "FAM149B1" "DNAJC9"
## [2149] "DNAJC9-AS1" "MRPS16"
## [2151] "ANXA7" "MSS51"
## [2153] "PPP3CB" "USP54"
## [2155] "MYOZ1" "SYNPO2L"
## [2157] "AGAP5" "BMS1P4"
## [2159] "GLUD1P3" "SEC24C"
## [2161] "FUT11" "CHCHD1"
## [2163] "ZSWIM8" "ZSWIM8-AS1"
## [2165] "NDST2" "CAMK2G"
## [2167] "C10orf55" "PLAU"
## [2169] "VCL" "AP3M1"
## [2171] "ADK" "KAT6B"
## [2173] "DUSP13" "SAMD8"
## [2175] "VDAC2" "COMTD1"
## [2177] "ZNF503-AS1" "ZNF503"
## [2179] "ZNF503-AS2" "KCNMA1"
## [2181] "DLG5" "DLG5-AS1"
## [2183] "POLR3A" "RPS24"
## [2185] "LINC00856" "LINC00595"
## [2187] "ZMIZ1-AS1" "ZMIZ1"
## [2189] "PPIF" "ZCCHC24"
## [2191] "EIF5AL1" "SFTPA2"
## [2193] "SFTPA1" "BEND3P3"
## [2195] "LOC642361" "MBL1P"
## [2197] "SFTPD" "TMEM254-AS1"
## [2199] "TMEM254" "PLAC9"
## [2201] "ANXA11" "LINC00857"
## [2203] "MAT1A" "DYDC1"
## [2205] "DYDC2" "TSPAN14"
## [2207] "SH2D4B" "NRG3"
## [2209] "GHITM" "C10orf99"
## [2211] "CDHR1" "LRIT2"
## [2213] "LINC00858" "CCSER2"
## [2215] "GRID1" "LDB3"
## [2217] "BMPR1A" "MMRN2"
## [2219] "SNCG" "ADIRF"
## [2221] "AGAP11" "FAM25A"
## [2223] "GLUD1" "MINPP1"
## [2225] "PAPSS2" "ATAD1"
## [2227] "CFL1P1" "KLLN"
## [2229] "PTEN" "RNLS"
## [2231] "LIPK" "LIPN"
## [2233] "ANKRD22" "STAMBPL1"
## [2235] "ACTA2" "FAS"
## [2237] "FAS-AS1" "CH25H"
## [2239] "LIPA" "IFIT2"
## [2241] "IFIT3" "IFIT1B"
## [2243] "IFIT1" "IFIT5"
## [2245] "SLC16A12" "PANK1"
## [2247] "FLJ37201" "KIF20B"
## [2249] "HTR7" "RPP30"
## [2251] "ANKRD1" "NUDT9P1"
## [2253] "PCGF5" "HECTD2"
## [2255] "PPP1R3C" "TNKS2"
## [2257] "FGFBP3" "BTAF1"
## [2259] "CPEB3" "MARCH5"
## [2261] "MARK2P9" "IDE"
## [2263] "KIF11" "HHEX"
## [2265] "EXOC6" "CYP26A1"
## [2267] "MYOF" "CEP55"
## [2269] "FFAR4" "RBP4"
## [2271] "PDE6C" "FRA10AC1"
## [2273] "SLC35G1" "PIPSL"
## [2275] "PLCE1" "NOC3L"
## [2277] "TBC1D12" "HELLS"
## [2279] "CYP2C18" "CYP2C19"
## [2281] "CYP2C9" "CYP2C8"
## [2283] "PDLIM1" "SORBS1"
## [2285] "ALDH18A1" "TCTN3"
## [2287] "ENTPD1" "CC2D2B"
## [2289] "CCNJ" "ZNF518A"
## [2291] "BLNK" "TLL2"
## [2293] "TM9SF3" "PIK3AP1"
## [2295] "LCOR" "SLIT1"
## [2297] "ARHGAP19" "FRAT1"
## [2299] "FRAT2" "RRP12"
## [2301] "PGAM1" "EXOSC1"
## [2303] "ZDHHC16" "MMS19"
## [2305] "UBTD1" "ANKRD2"
## [2307] "HOGA1" "C10orf62"
## [2309] "MORN4" "PI4K2A"
## [2311] "AVPI1" "MARVELD1"
## [2313] "ZFYVE27" "SFRP5"
## [2315] "GOLGA7B" "CRTAC1"
## [2317] "R3HCC1L" "LOXL4"
## [2319] "PYROXD2" "HPS1"
## [2321] "HPSE2" "CNNM1"
## [2323] "GOT1" "NKX2-3"
## [2325] "SLC25A28" "ENTPD7"
## [2327] "COX15" "CUTC"
## [2329] "ABCC2" "DNMBP"
## [2331] "DNMBP-AS1" "CPN1"
## [2333] "ERLIN1" "CHUK"
## [2335] "CWF19L1" "SNORA12"
## [2337] "BLOC1S2" "PKD2L1"
## [2339] "SCD" "WNT8B"
## [2341] "SEC31B" "NDUFB8"
## [2343] "HIF1AN" "PAX2"
## [2345] "SEMA4G" "MRPL43"
## [2347] "LZTS2" "PDZD7"
## [2349] "SFXN3" "KAZALD1"
## [2351] "TLX1" "BTRC"
## [2353] "POLL" "DPCD"
## [2355] "FBXW4" "FGF8"
## [2357] "NPM3" "KCNIP2"
## [2359] "HPS6" "LDB1"
## [2361] "PPRC1" "NOLC1"
## [2363] "ELOVL3" "PITX3"
## [2365] "GBF1" "NFKB2"
## [2367] "PSD" "FBXL15"
## [2369] "CUEDC2" "C10orf95"
## [2371] "ACTR1A" "SUFU"
## [2373] "TRIM8" "ARL3"
## [2375] "SFXN2" "WBP1L"
## [2377] "CYP17A1" "AS3MT"
## [2379] "CNNM2" "NT5C2"
## [2381] "INA" "PCGF6"
## [2383] "TAF5" "PDCD11"
## [2385] "CALHM2" "CALHM1"
## [2387] "CALHM3" "SH3PXD2A"
## [2389] "SLK" "COL17A1"
## [2391] "MIR936" "SFR1"
## [2393] "GSTO1" "GSTO2"
## [2395] "ITPRIP" "SORCS1"
## [2397] "XPNPEP1" "ADD3"
## [2399] "MXI1" "SMNDC1"
## [2401] "DUSP5" "SMC3"
## [2403] "RBM20" "PDCD4"
## [2405] "BBIP1" "SHOC2"
## [2407] "RPL13AP6" "ADRA2A"
## [2409] "GPAM" "GUCY2GP"
## [2411] "ACSL5" "ZDHHC6"
## [2413] "VTI1A" "TCF7L2"
## [2415] "HABP2" "NRAP"
## [2417] "CASP7" "PLEKHS1"
## [2419] "DCLRE1A" "NHLRC2"
## [2421] "ADRB1" "TDRD1"
## [2423] "VWA2" "AFAP1L2"
## [2425] "ABLIM1" "FAM160B1"
## [2427] "TRUB1" "ATRNL1"
## [2429] "GFRA1" "PNLIPRP3"
## [2431] "PNLIP" "PNLIPRP2"
## [2433] "C10orf82" "HSPA12A"
## [2435] "ENO4" "VAX1"
## [2437] "SLC18A2" "PDZD8"
## [2439] "EMX2OS" "RAB11FIP2"
## [2441] "CASC2" "FAM204A"
## [2443] "CACUL1" "NANOS1"
## [2445] "EIF3A" "SNORA19"
## [2447] "SFXN4" "PRDX3"
## [2449] "GRK5" "RGS10"
## [2451] "TIAL1" "BAG3"
## [2453] "INPP5F" "MCMBP"
## [2455] "SEC23IP" "WDR11-AS1"
## [2457] "WDR11" "FGFR2"
## [2459] "ATE1" "NSMCE4A"
## [2461] "TACC2" "BTBD16"
## [2463] "PLEKHA1" "ARMS2"
## [2465] "HTRA1" "DMBT1"
## [2467] "FAM24B" "LOC399815"
## [2469] "C10orf88" "PSTK"
## [2471] "IKZF5" "ACADSB"
## [2473] "HMX2" "BUB3"
## [2475] "GPR26" "CPXM2"
## [2477] "CHST15" "OAT"
## [2479] "NKX1-2" "LHPP"
## [2481] "FAM53B" "ZRANB1"
## [2483] "CTBP2" "LOC283038"
## [2485] "FLJ37035" "MMP21"
## [2487] "UROS" "BCCIP"
## [2489] "DHX32" "FANK1"
## [2491] "ADAM12" "LINC00601"
## [2493] "C10orf90" "DOCK1"
## [2495] "FOXI2" "CLRN3"
## [2497] "PTPRE" "MKI67"
## [2499] "MGMT" "EBF3"
## [2501] "CTAGE7P" "GLRX3"
## [2503] "TCERG1L" "PPP2R2D"
## [2505] "BNIP3" "JAKMIP3"
## [2507] "DPYSL4" "STK32C"
## [2509] "LRRC27" "PWWP2B"
## [2511] "C10orf91" "INPP5A"
## [2513] "KNDC1" "VENTX"
## [2515] "ADAM8" "TUBGCP2"
## [2517] "ZNF511" "CALY"
## [2519] "PRAP1" "FUOM"
## [2521] "ECHS1" "MIR3944"
## [2523] "PAOX" "MTG1"
## [2525] "SPRN" "CYP2E1"
## [2527] "SYCE1" "FRG2B"
## [2529] "BET1L" "RIC8A"
## [2531] "SIRT3" "PSMD13"
## [2533] "NLRP6" "IFITM2"
## [2535] "IFITM1" "IFITM3"
## [2537] "B4GALNT4" "PKP3"
## [2539] "SIGIRR" "ANO9"
## [2541] "PTDSS2" "RNH1"
## [2543] "HRAS" "LRRC56"
## [2545] "RASSF7" "MIR210HG"
## [2547] "MIR210" "LOC143666"
## [2549] "PHRF1" "IRF7"
## [2551] "CDHR5" "SCT"
## [2553] "DRD4" "DEAF1"
## [2555] "TMEM80" "EPS8L2"
## [2557] "TALDO1" "CEND1"
## [2559] "SLC25A22" "RPLP2"
## [2561] "SNORA52" "PNPLA2"
## [2563] "CD151" "POLR2L"
## [2565] "TSPAN4" "CHID1"
## [2567] "AP2A2" "MUC6"
## [2569] "MUC2" "MUC5B"
## [2571] "TOLLIP" "BRSK2"
## [2573] "MOB2" "DUSP8"
## [2575] "KRTAP5-1" "KRTAP5-2"
## [2577] "KRTAP5-6" "IFITM10"
## [2579] "CTSD" "SYT8"
## [2581] "TNNI2" "LSP1"
## [2583] "TNNT3" "MRPL23"
## [2585] "MRPL23-AS1" "H19"
## [2587] "IGF2" "IGF2-AS"
## [2589] "TH" "ASCL2"
## [2591] "C11orf21" "TSPAN32"
## [2593] "CD81" "TSSC4"
## [2595] "TRPM5" "KCNQ1"
## [2597] "KCNQ1OT1" "CDKN1C"
## [2599] "SLC22A18AS" "SLC22A18"
## [2601] "PHLDA2" "NAP1L4"
## [2603] "SNORA54" "CARS"
## [2605] "OSBPL5" "ZNF195"
## [2607] "OR7E12P" "TRPC2"
## [2609] "ART5" "ART1"
## [2611] "CHRNA10" "NUP98"
## [2613] "PGAP2" "RHOG"
## [2615] "STIM1" "RRM1"
## [2617] "LOC100506082" "TRIM21"
## [2619] "TRIM68" "OR51E1"
## [2621] "OR51E2" "HBB"
## [2623] "HBD" "HBG2"
## [2625] "HBE1" "OR51B5"
## [2627] "OR51I1" "UBQLNL"
## [2629] "TRIM6" "TRIM34"
## [2631] "TRIM5" "TRIM22"
## [2633] "OR52N4" "OR52N2"
## [2635] "C11orf42" "FAM160A2"
## [2637] "CNGA4" "SMPD1"
## [2639] "APBB1" "HPX"
## [2641] "TRIM3" "ARFIP2"
## [2643] "TIMM10B" "DNHD1"
## [2645] "RRP8" "ILK"
## [2647] "TAF10" "TPP1"
## [2649] "DCHS1" "MRPL17"
## [2651] "GVINP1" "ZNF215"
## [2653] "ZNF214" "NLRP14"
## [2655] "SYT9" "OLFML1"
## [2657] "PPFIBP2" "CYB5R2"
## [2659] "OVCH2" "LOC283299"
## [2661] "OR10A3" "NLRP10"
## [2663] "EIF3F" "TUB"
## [2665] "RIC3" "LMO1"
## [2667] "STK33" "TRIM66"
## [2669] "RPL27A" "ST5"
## [2671] "AKIP1" "C11orf16"
## [2673] "ASCL3" "TMEM9B"
## [2675] "TMEM9B-AS1" "NRIP3"
## [2677] "SCUBE2" "KRT8P41"
## [2679] "DENND5A" "TMEM41B"
## [2681] "IPO7" "SNORA23"
## [2683] "LOC644656" "ZNF143"
## [2685] "WEE1" "SWAP70"
## [2687] "LOC440028" "SBF2-AS1"
## [2689] "SBF2" "ADM"
## [2691] "AMPD3" "MTRNR2L8"
## [2693] "RNF141" "MRVI1-AS1"
## [2695] "LYVE1" "MRVI1"
## [2697] "CTR9" "EIF4G2"
## [2699] "SNORD97" "ZBED5"
## [2701] "GALNT18" "CSNK2A3"
## [2703] "USP47" "DKK3"
## [2705] "MICAL2" "MICALCL"
## [2707] "PARVA" "TEAD1"
## [2709] "RASSF10" "ARNTL"
## [2711] "BTBD10" "FAR1"
## [2713] "SPON1" "RRAS2"
## [2715] "COPB1" "PSMA1"
## [2717] "PDE3B" "CYP2R1"
## [2719] "CALCA" "CALCB"
## [2721] "INSC" "SOX6"
## [2723] "C11orf58" "PLEKHA7"
## [2725] "OR7E14P" "RPS13"
## [2727] "PIK3C2A" "NUCB2"
## [2729] "NCR3LG1" "KCNJ11"
## [2731] "ABCC8" "USH1C"
## [2733] "MYOD1" "KCNC1"
## [2735] "SERGEF" "TPH1"
## [2737] "SAAL1" "MRGPRX3"
## [2739] "LOC494141" "SAA4"
## [2741] "SAA2" "SAA1"
## [2743] "HPS5" "GTF2H1"
## [2745] "LDHA" "LDHC"
## [2747] "LDHAL6A" "TSG101"
## [2749] "UEVLD" "SPTY2D1"
## [2751] "TMEM86A" "IGSF22"
## [2753] "PTPN5" "ZDHHC13"
## [2755] "E2F8" "NAV2"
## [2757] "NAV2-AS5" "NAV2-AS4"
## [2759] "LOC100126784" "HTATIP2"
## [2761] "PRMT3" "NELL1"
## [2763] "ANO5" "FANCF"
## [2765] "GAS2" "SVIP"
## [2767] "LUZP2" "ANO3"
## [2769] "MUC15" "FIBIN"
## [2771] "BBOX1" "CCDC34"
## [2773] "LGR4" "LIN7C"
## [2775] "BDNF-AS" "BDNF"
## [2777] "KIF18A" "METTL15"
## [2779] "KCNA4" "ARL14EP"
## [2781] "MPPED2" "DCDC1"
## [2783] "DNAJC24" "IMMP1L"
## [2785] "ELP4" "PAX6"
## [2787] "RCN1" "WT1"
## [2789] "WT1-AS" "EIF3M"
## [2791] "CCDC73" "PRRG4"
## [2793] "QSER1" "DEPDC7"
## [2795] "TCP11L1" "LINC00294"
## [2797] "CSTF3" "HIPK3"
## [2799] "KIAA1549L" "C11orf91"
## [2801] "CD59" "FBXO3"
## [2803] "LMO2" "CAPRIN1"
## [2805] "NAT10" "ABTB2"
## [2807] "CAT" "ELF5"
## [2809] "EHF" "APIP"
## [2811] "PDHX" "CD44"
## [2813] "SLC1A2" "PAMR1"
## [2815] "FJX1" "TRIM44"
## [2817] "LDLRAD3" "COMMD9"
## [2819] "PRR5L" "TRAF6"
## [2821] "RAG1" "RAG2"
## [2823] "C11orf74" "LRRC4C"
## [2825] "API5" "TTC17"
## [2827] "HSD17B12" "ALKBH3"
## [2829] "SEC14L1P1" "C11orf96"
## [2831] "ACCS" "EXT2"
## [2833] "ALX4" "CD82"
## [2835] "TSPAN18" "TP53I11"
## [2837] "PRDM11" "SYT13"
## [2839] "CHST1" "DKFZp779M0652"
## [2841] "SLC35C1" "CRY2"
## [2843] "MAPK8IP1" "C11orf94"
## [2845] "PEX16" "PHF21A"
## [2847] "CREB3L1" "DGKZ"
## [2849] "MDK" "CHRM4"
## [2851] "AMBRA1" "HARBI1"
## [2853] "ATG13" "ARHGAP1"
## [2855] "ZNF408" "F2"
## [2857] "CKAP5" "MIR5582"
## [2859] "SNORD67" "LRP4-AS1"
## [2861] "LRP4" "C11orf49"
## [2863] "ARFGAP2" "PACSIN3"
## [2865] "DDB2" "ACP2"
## [2867] "NR1H3" "MADD"
## [2869] "MYBPC3" "SPI1"
## [2871] "SLC39A13" "PSMC3"
## [2873] "RAPSN" "CELF1"
## [2875] "PTPMT1" "KBTBD4"
## [2877] "NDUFS3" "FAM180B"
## [2879] "C1QTNF4" "MTCH2"
## [2881] "AGBL2" "FNBP4"
## [2883] "NUP160" "PTPRJ"
## [2885] "OR4X2" "FOLH1"
## [2887] "OR4C6" "LRRC55"
## [2889] "APLNR" "TNKS1BP1"
## [2891] "SSRP1" "P2RX3"
## [2893] "PRG2" "SLC43A3"
## [2895] "RTN4RL2" "SLC43A1"
## [2897] "TIMM10" "SMTNL1"
## [2899] "UBE2L6" "SERPING1"
## [2901] "YPEL4" "CLP1"
## [2903] "ZDHHC5" "MED19"
## [2905] "TMX2" "BTBD18"
## [2907] "CTNND1" "OR9Q1"
## [2909] "LPXN" "ZFP91"
## [2911] "GLYAT" "GLYATL2"
## [2913] "GLYATL1" "LOC283194"
## [2915] "FAM111B" "FAM111A"
## [2917] "DTX4" "MPEG1"
## [2919] "OSBP" "PATL1"
## [2921] "STX3" "MRPL16"
## [2923] "TCN1" "MS4A3"
## [2925] "MS4A2" "MS4A6A"
## [2927] "MS4A4A" "MS4A6E"
## [2929] "MS4A7" "MS4A14"
## [2931] "MS4A1" "MS4A15"
## [2933] "CCDC86" "PTGDR2"
## [2935] "ZP1" "PRPF19"
## [2937] "TMEM109" "TMEM132A"
## [2939] "SLC15A3" "CD6"
## [2941] "CD5" "VPS37C"
## [2943] "VWCE" "DDB1"
## [2945] "TMEM138" "TMEM216"
## [2947] "CPSF7" "SDHAF2"
## [2949] "PPP1R32" "LRRC10B"
## [2951] "SYT7" "RPLP0P2"
## [2953] "DAGLA" "MYRF"
## [2955] "DKFZP434K028" "TMEM258"
## [2957] "FEN1" "FADS1"
## [2959] "MIR1908" "FADS2"
## [2961] "FADS3" "RAB3IL1"
## [2963] "BEST1" "FTH1"
## [2965] "INCENP" "SCGB2A1"
## [2967] "ASRGL1" "SCGB1A1"
## [2969] "AHNAK" "EEF1G"
## [2971] "TUT1" "MTA2"
## [2973] "EML3" "ROM1"
## [2975] "B3GAT3" "GANAB"
## [2977] "INTS5" "SNORA57"
## [2979] "UBXN1" "LRRN4CL"
## [2981] "BSCL2" "GNG3"
## [2983] "HNRNPUL2" "TTC9C"
## [2985] "ZBTB3" "POLR2G"
## [2987] "TAF6L" "TMEM179B"
## [2989] "TMEM223" "NXF1"
## [2991] "STX5" "WDR74"
## [2993] "SNHG1" "SNORD22"
## [2995] "SNORD31" "SNORD30"
## [2997] "SNORD29" "SNORD28"
## [2999] "SNORD27" "SNORD26"
## [3001] "SNORD25" "SLC3A2"
## [3003] "CHRM1" "SLC22A10"
## [3005] "SLC22A9" "HRASLS5"
## [3007] "LGALS12" "RARRES3"
## [3009] "HRASLS2" "PLA2G16"
## [3011] "ATL3" "RTN3"
## [3013] "C11orf95" "MARK2"
## [3015] "RCOR2" "NAA40"
## [3017] "COX8A" "OTUB1"
## [3019] "MACROD1" "FLRT1"
## [3021] "STIP1" "FERMT3"
## [3023] "TRPT1" "NUDT22"
## [3025] "DNAJC4" "VEGFB"
## [3027] "FKBP2" "PPP1R14B"
## [3029] "PLCB3" "BAD"
## [3031] "GPR137" "KCNK4"
## [3033] "ESRRA" "TRMT112"
## [3035] "PRDX5" "CCDC88B"
## [3037] "RPS6KA4" "LOC100996455"
## [3039] "SLC22A11" "NRXN2"
## [3041] "RASGRP2" "PYGM"
## [3043] "SF1" "MAP4K2"
## [3045] "MEN1" "CDC42BPG"
## [3047] "EHD1" "MIR192"
## [3049] "ATG2A" "PPP2R5B"
## [3051] "GPHA2" "BATF2"
## [3053] "ARL2" "SAC3D1"
## [3055] "NAALADL1" "CDCA5"
## [3057] "ZFPL1" "VPS51"
## [3059] "TM7SF2" "ZNHIT2"
## [3061] "FAU" "MRPL49"
## [3063] "SYVN1" "CAPN1"
## [3065] "POLA2" "CDC42EP2"
## [3067] "DPF2" "TIGD3"
## [3069] "SLC25A45" "FRMD8"
## [3071] "NEAT1" "MIR612"
## [3073] "MALAT1" "SCYL1"
## [3075] "LTBP3" "SSSCA1"
## [3077] "FAM89B" "EHBP1L1"
## [3079] "KCNK7" "MAP3K11"
## [3081] "SIPA1" "RELA"
## [3083] "KAT5" "RNASEH2C"
## [3085] "AP5B1" "OVOL1"
## [3087] "SNX32" "CFL1"
## [3089] "MUS81" "EFEMP2"
## [3091] "CTSW" "FIBP"
## [3093] "CCDC85B" "FOSL1"
## [3095] "C11orf68" "DRAP1"
## [3097] "TSGA10IP" "SART1"
## [3099] "EIF1AD" "BANF1"
## [3101] "CST6" "CATSPER1"
## [3103] "GAL3ST3" "SF3B2"
## [3105] "PACS1" "KLC2"
## [3107] "RAB1B" "CNIH2"
## [3109] "YIF1A" "TMEM151A"
## [3111] "CD248" "RIN1"
## [3113] "BRMS1" "SLC29A2"
## [3115] "NPAS4" "MRPL11"
## [3117] "PELI3" "DPP3"
## [3119] "BBS1" "ZDHHC24"
## [3121] "ACTN3" "CTSF"
## [3123] "CCDC87" "CCS"
## [3125] "RBM14" "RBM4"
## [3127] "RBM4B" "SPTBN2"
## [3129] "C11orf80" "RCE1"
## [3131] "PC" "LRFN4"
## [3133] "C11orf86" "SYT12"
## [3135] "RHOD" "KDM2A"
## [3137] "ANKRD13D" "SSH3"
## [3139] "LOC100130987" "POLD4"
## [3141] "CLCF1" "RAD9A"
## [3143] "PPP1CA" "TBC1D10C"
## [3145] "CARNS1" "RPS6KB2"
## [3147] "PTPRCAP" "CORO1B"
## [3149] "GPR152" "CABP4"
## [3151] "TMEM134" "AIP"
## [3153] "PITPNM1" "CDK2AP2"
## [3155] "GSTP1" "NDUFV1"
## [3157] "DOC2GP" "NUDT8"
## [3159] "TBX10" "ACY3"
## [3161] "ALDH3B2" "FAM86C2P"
## [3163] "UNC93B1" "ALDH3B1"
## [3165] "NDUFS8" "MIR4691"
## [3167] "TCIRG1" "CHKA"
## [3169] "C11orf24" "LRP5"
## [3171] "PPP6R3" "GAL"
## [3173] "CPT1A" "MRPL21"
## [3175] "IGHMBP2" "MRGPRF"
## [3177] "TPCN2" "MYEOV"
## [3179] "CCND1" "FGF19"
## [3181] "ANO1" "FADD"
## [3183] "PPFIA1" "CTTN"
## [3185] "SHANK2" "SHANK2-AS3"
## [3187] "FLJ42102" "DHCR7"
## [3189] "NADSYN1" "KRTAP5-8"
## [3191] "KRTAP5-9" "KRTAP5-10"
## [3193] "FAM86C1" "ALG1L9P"
## [3195] "LOC100133315" "RNF121"
## [3197] "IL18BP" "NUMA1"
## [3199] "LRTOMT" "LAMTOR1"
## [3201] "ANAPC15" "FOLR3"
## [3203] "FOLR1" "FOLR2"
## [3205] "INPPL1" "CLPB"
## [3207] "PDE2A" "ARAP1"
## [3209] "STARD10" "ATG16L2"
## [3211] "FCHSD2" "P2RY2"
## [3213] "P2RY6" "ARHGEF17"
## [3215] "RELT" "FAM168A"
## [3217] "PLEKHB1" "RAB6A"
## [3219] "MRPL48" "COA4"
## [3221] "PAAF1" "DNAJB13"
## [3223] "UCP2" "UCP3"
## [3225] "C2CD3" "PPME1"
## [3227] "P4HA3" "PGM2L1"
## [3229] "KCNE3" "LIPT2"
## [3231] "POLD3" "CHRDL2"
## [3233] "RNF169" "XRRA1"
## [3235] "SPCS2" "NEU3"
## [3237] "OR2AT4" "SLCO2B1"
## [3239] "TPBGL" "ARRB1"
## [3241] "RPS3" "SNORD15A"
## [3243] "SNORD15B" "KLHL35"
## [3245] "GDPD5" "SERPINH1"
## [3247] "MAP6" "DGAT2"
## [3249] "UVRAG" "WNT11"
## [3251] "LRRC32" "GUCY2EP"
## [3253] "TSKU" "ACER3"
## [3255] "B3GNT6" "CAPN5"
## [3257] "OMP" "MYO7A"
## [3259] "PAK1" "AQP11"
## [3261] "CLNS1A" "RSF1"
## [3263] "AAMDC" "INTS4"
## [3265] "KCTD14" "NDUFC2"
## [3267] "ALG8" "KCTD21"
## [3269] "USP35" "GAB2"
## [3271] "NARS2" "TENM4"
## [3273] "FAM181B" "PRCP"
## [3275] "RAB30" "PCF11"
## [3277] "ANKRD42" "CCDC90B"
## [3279] "DLG2" "TMEM126B"
## [3281] "TMEM126A" "CREBZF"
## [3283] "CCDC89" "SYTL2"
## [3285] "CCDC83" "PICALM"
## [3287] "EED" "CCDC81"
## [3289] "ME3" "PRSS23"
## [3291] "FZD4" "LOC100506368"
## [3293] "TMEM135" "RAB38"
## [3295] "CTSC" "GRM5-AS1"
## [3297] "GRM5" "NOX4"
## [3299] "FOLH1B" "NAALAD2"
## [3301] "CHORDC1" "FAT3"
## [3303] "SLC36A4" "SCARNA9"
## [3305] "SNORA25" "SNORA32"
## [3307] "SNORD6" "SNORA1"
## [3309] "SNORA8" "SNORD5"
## [3311] "SNORA18" "MIR1304"
## [3313] "SNORA40" "TAF1D"
## [3315] "C11orf54" "MED17"
## [3317] "VSTM5" "HEPHL1"
## [3319] "PANX1" "GPR83"
## [3321] "ANKRD49" "FUT4"
## [3323] "PIWIL4" "AMOTL1"
## [3325] "CWC15" "KDM4D"
## [3327] "KDM4E" "SRSF8"
## [3329] "ENDOD1" "SESN3"
## [3331] "FAM76B" "CEP57"
## [3333] "MTMR2" "MAML2"
## [3335] "CCDC82" "JRKL"
## [3337] "CNTN5" "ARHGAP42"
## [3339] "PGR" "TRPC6"
## [3341] "ANGPTL5" "YAP1"
## [3343] "BIRC3" "BIRC2"
## [3345] "TMEM123" "MMP7"
## [3347] "MMP27" "MMP8"
## [3349] "MMP10" "WTAPP1"
## [3351] "MMP1" "MMP3"
## [3353] "MMP12" "MMP13"
## [3355] "DCUN1D5" "DYNC2H1"
## [3357] "PDGFD" "CASP12"
## [3359] "CASP4" "CASP5"
## [3361] "CASP1" "CARD16"
## [3363] "CARD17" "CARD18"
## [3365] "GRIA4" "MSANTD4"
## [3367] "KBTBD3" "AASDHPPT"
## [3369] "GUCY1A2" "CWF19L2"
## [3371] "ALKBH8" "ELMOD1"
## [3373] "SLN" "SLC35F2"
## [3375] "RAB39A" "CUL5"
## [3377] "ACAT1" "NPAT"
## [3379] "ATM" "C11orf65"
## [3381] "KDELC2" "EXPH5"
## [3383] "DDX10" "C11orf87"
## [3385] "ZC3H12C" "RDX"
## [3387] "FDX1" "ARHGAP20"
## [3389] "C11orf53" "POU2AF1"
## [3391] "BTG4" "MIR34C"
## [3393] "C11orf88" "LAYN"
## [3395] "SIK2" "PPP2R1B"
## [3397] "ALG9" "FDXACB1"
## [3399] "C11orf1" "CRYAB"
## [3401] "HSPB2" "DIXDC1"
## [3403] "DLAT" "PIH1D2"
## [3405] "TIMM8B" "SDHD"
## [3407] "IL18" "TEX12"
## [3409] "BCO2" "PTS"
## [3411] "NCAM1" "TTC12"
## [3413] "ANKK1" "DRD2"
## [3415] "TMPRSS5" "ZW10"
## [3417] "USP28" "HTR3A"
## [3419] "ZBTB16" "NNMT"
## [3421] "C11orf71" "RBM7"
## [3423] "REXO2" "NXPE2"
## [3425] "CADM1" "BUD13"
## [3427] "APOA4" "APOA1"
## [3429] "SIK3" "PAFAH1B2"
## [3431] "SIDT2" "LOC100652768"
## [3433] "TAGLN" "PCSK7"
## [3435] "RNF214" "BACE1"
## [3437] "BACE1-AS" "CEP164"
## [3439] "DSCAML1" "FXYD2"
## [3441] "FXYD6" "TMPRSS13"
## [3443] "IL10RA" "TMPRSS4"
## [3445] "SCN4B" "SCN2B"
## [3447] "MPZL3" "MPZL2"
## [3449] "CD3E" "CD3D"
## [3451] "CD3G" "UBE4A"
## [3453] "LOC100131626" "TTC36"
## [3455] "TMEM25" "IFT46"
## [3457] "ARCN1" "PHLDB1"
## [3459] "TREH" "DDX6"
## [3461] "CXCR5" "BCL9L"
## [3463] "UPK2" "CCDC84"
## [3465] "RPL23AP64" "RPS25"
## [3467] "TRAPPC4" "SLC37A4"
## [3469] "HYOU1" "VPS11"
## [3471] "HMBS" "H2AFX"
## [3473] "DPAGT1" "C2CD2L"
## [3475] "HINFP" "ABCG4"
## [3477] "NLRX1" "PDZD3"
## [3479] "CCDC153" "CBL"
## [3481] "MCAM" "RNF26"
## [3483] "USP2" "THY1"
## [3485] "TRIM29" "OAF"
## [3487] "POU2F3" "TMEM136"
## [3489] "ARHGEF12" "GRIK4"
## [3491] "TBCEL" "TECTA"
## [3493] "SORL1" "MIR100HG"
## [3495] "BLID" "UBASH3B"
## [3497] "CRTAM" "LOC341056"
## [3499] "HSPA8" "CLMP"
## [3501] "GRAMD1B" "SCN3B"
## [3503] "ZNF202" "VWA5A"
## [3505] "TBRG1" "SIAE"
## [3507] "SPA17" "NRGN"
## [3509] "VSIG2" "ESAM"
## [3511] "MSANTD2" "ROBO3"
## [3513] "ROBO4" "CCDC15"
## [3515] "SLC37A2" "TMEM218"
## [3517] "PKNOX2" "FEZ1"
## [3519] "EI24" "STT3A"
## [3521] "CHEK1" "ACRV1"
## [3523] "PATE2" "HYLS1"
## [3525] "PUS3" "DDX25"
## [3527] "CDON" "RPUSD4"
## [3529] "FAM118B" "FOXRED1"
## [3531] "TIRAP" "DCPS"
## [3533] "ST3GAL4" "KIRREL3"
## [3535] "KIRREL3-AS2" "KIRREL3-AS3"
## [3537] "ETS1" "FLI1"
## [3539] "KCNJ1" "KCNJ5"
## [3541] "C11orf45" "TP53AIP1"
## [3543] "ARHGAP32" "BARX2"
## [3545] "TMEM45B" "NFRKB"
## [3547] "PRDM10" "LINC00167"
## [3549] "APLP2" "ST14"
## [3551] "ZBTB44" "ADAMTS8"
## [3553] "ADAMTS15" "C11orf44"
## [3555] "SNX19" "NTM"
## [3557] "OPCML" "SPATA19"
## [3559] "IGSF9B" "LOC100128239"
## [3561] "JAM3" "NCAPD3"
## [3563] "VPS26B" "THYN1"
## [3565] "ACAD8" "GLB1L3"
## [3567] "GLB1L2" "B3GAT1"
## [3569] "IQSEC3" "LOC574538"
## [3571] "SLC6A12" "SLC6A13"
## [3573] "KDM5A" "CCDC77"
## [3575] "B4GALNT3" "NINJ2"
## [3577] "WNK1" "RAD52"
## [3579] "ERC1" "FBXL14"
## [3581] "WNT5B" "ADIPOR2"
## [3583] "CACNA2D4" "LRTM2"
## [3585] "DCP1B" "CACNA1C"
## [3587] "CACNA1C-AS4" "CACNA1C-AS1"
## [3589] "FKBP4" "ITFG2"
## [3591] "NRIP2" "FOXM1"
## [3593] "RHNO1" "TULP3"
## [3595] "TEAD4" "TSPAN9"
## [3597] "PRMT8" "PARP11"
## [3599] "CCND2" "FGF23"
## [3601] "C12orf4" "RAD51AP1"
## [3603] "DYRK4" "AKAP3"
## [3605] "NDUFA9" "GALNT8"
## [3607] "KCNA6" "KCNA5"
## [3609] "NTF3" "ANO2"
## [3611] "VWF" "CD9"
## [3613] "PLEKHG6" "TNFRSF1A"
## [3615] "SCNN1A" "LTBR"
## [3617] "CD27-AS1" "CD27"
## [3619] "TAPBPL" "VAMP1"
## [3621] "MRPL51" "NCAPD2"
## [3623] "SCARNA10" "GAPDH"
## [3625] "IFFO1" "NOP2"
## [3627] "CHD4" "SCARNA11"
## [3629] "LPAR5" "ACRBP"
## [3631] "ING4" "ZNF384"
## [3633] "PIANP" "COPS7A"
## [3635] "MLF2" "PTMS"
## [3637] "LAG3" "CD4"
## [3639] "GPR162" "GNB3"
## [3641] "CDCA3" "USP5"
## [3643] "TPI1" "SPSB2"
## [3645] "RPL13P5" "DSTNP2"
## [3647] "LRRC23" "ENO2"
## [3649] "ATN1" "C12orf57"
## [3651] "PTPN6" "MIR141"
## [3653] "PHB2" "SCARNA12"
## [3655] "EMG1" "LPCAT3"
## [3657] "C1S" "C1R"
## [3659] "C1RL" "C1RL-AS1"
## [3661] "RBP5" "CLSTN3"
## [3663] "PEX5" "ACSM4"
## [3665] "CD163L1" "CD163"
## [3667] "APOBEC1" "NANOG"
## [3669] "SLC2A14" "SLC2A3"
## [3671] "FOXJ2" "C3AR1"
## [3673] "NECAP1" "CLEC4A"
## [3675] "POU5F1P3" "ZNF705A"
## [3677] "FAM66C" "FAM90A1"
## [3679] "FAM86FP" "CLEC6A"
## [3681] "CLEC4D" "CLEC4E"
## [3683] "AICDA" "MFAP5"
## [3685] "RIMKLB" "A2ML1"
## [3687] "PHC1" "M6PR"
## [3689] "KLRG1" "LINC00612"
## [3691] "A2M-AS1" "A2M"
## [3693] "PZP" "A2MP1"
## [3695] "LOC642846" "DDX12P"
## [3697] "KLRB1" "LOC374443"
## [3699] "CLEC2D" "CLECL1"
## [3701] "CD69" "KLRF1"
## [3703] "CLEC2B" "CLEC12A"
## [3705] "CLEC1B" "CLEC12B"
## [3707] "CLEC9A" "CLEC1A"
## [3709] "CLEC7A" "OLR1"
## [3711] "TMEM52B" "GABARAPL1"
## [3713] "KLRD1" "KLRC4"
## [3715] "KLRC3" "KLRC2"
## [3717] "KLRC1" "MAGOHB"
## [3719] "STYK1" "TAS2R10"
## [3721] "PRH1-PRR4" "PRR4"
## [3723] "PRH2" "TAS2R14"
## [3725] "TAS2R50" "TAS2R20"
## [3727] "TAS2R19" "TAS2R31"
## [3729] "TAS2R46" "TAS2R43"
## [3731] "TAS2R30" "PRB3"
## [3733] "ETV6" "BCL2L14"
## [3735] "LRP6" "MANSC1"
## [3737] "LOH12CR2" "DUSP16"
## [3739] "CREBL2" "GPR19"
## [3741] "CDKN1B" "APOLD1"
## [3743] "DDX47" "RPL13AP20"
## [3745] "GPRC5A" "MIR614"
## [3747] "GPRC5D" "HEBP1"
## [3749] "HTR7P1" "GSG1"
## [3751] "EMP1" "GRIN2B"
## [3753] "ATF7IP" "PLBD1"
## [3755] "GUCY2C" "HIST4H4"
## [3757] "H2AFJ" "WBP11"
## [3759] "C12orf60" "ART4"
## [3761] "MGP" "ERP27"
## [3763] "ARHGDIB" "RERG"
## [3765] "PTPRO" "EPS8"
## [3767] "STRAP" "DERA"
## [3769] "MGST1" "LMO3"
## [3771] "SKP1P2" "RERGL"
## [3773] "PIK3C2G" "PLEKHA5"
## [3775] "AEBP2" "PDE3A"
## [3777] "SLCO1C1" "SLCO1B3"
## [3779] "SLCO1B7" "SLCO1B1"
## [3781] "SLCO1A2" "PYROXD1"
## [3783] "RECQL" "GOLT1B"
## [3785] "GYS2" "LDHB"
## [3787] "KCNJ8" "ABCC9"
## [3789] "CMAS" "ST8SIA1"
## [3791] "C2CD5" "ETNK1"
## [3793] "SOX5" "BCAT1"
## [3795] "LRMP" "CASC1"
## [3797] "KRAS" "RASSF8"
## [3799] "BHLHE41" "SSPN"
## [3801] "ITPR2" "FGFR1OP2"
## [3803] "TM7SF3" "MED21"
## [3805] "STK38L" "ARNTL2"
## [3807] "PPFIBP1" "REP15"
## [3809] "MRPS35" "MANSC4"
## [3811] "KLHL42" "PTHLH"
## [3813] "CCDC91" "FAR2"
## [3815] "ERGIC2" "OVCH1"
## [3817] "TMTC1" "IPO8"
## [3819] "CAPRIN2" "TSPAN11"
## [3821] "DDX11-AS1" "DDX11"
## [3823] "FLJ13224" "DENND5B"
## [3825] "DENND5B-AS1" "AMN1"
## [3827] "H3F3C" "KIAA1551"
## [3829] "BICD1" "FGD4"
## [3831] "DNM1L" "YARS2"
## [3833] "PKP2" "SYT10"
## [3835] "ALG10" "ALG10B"
## [3837] "CPNE8" "KIF21A"
## [3839] "ABCD2" "SLC2A13"
## [3841] "LRRK2" "CNTN1"
## [3843] "PDZRN4" "GXYLT1"
## [3845] "YAF2" "ZCRB1"
## [3847] "PPHLN1" "PRICKLE1"
## [3849] "ADAMTS20" "PUS7L"
## [3851] "IRAK4" "TWF1"
## [3853] "TMEM117" "NELL2"
## [3855] "PLEKHA8P1" "ANO6"
## [3857] "ARID2" "SCAF11"
## [3859] "SLC38A1" "SLC38A2"
## [3861] "SLC38A4" "AMIGO2"
## [3863] "PCED1B-AS1" "PCED1B"
## [3865] "RPAP3" "ENDOU"
## [3867] "RAPGEF3" "SLC48A1"
## [3869] "HDAC7" "VDR"
## [3871] "TMEM106C" "COL2A1"
## [3873] "SENP1" "PFKM"
## [3875] "ASB8" "OR10AD1"
## [3877] "H1FNT" "ZNF641"
## [3879] "C12orf54" "KANSL2"
## [3881] "SNORA2A" "SNORA2B"
## [3883] "CCNT1" "ADCY6"
## [3885] "MIR4701" "CACNB3"
## [3887] "DDX23" "RND1"
## [3889] "CCDC65" "FKBP11"
## [3891] "ARF3" "WNT10B"
## [3893] "WNT1" "DDN"
## [3895] "PRKAG1" "RHEBL1"
## [3897] "DHH" "LMBR1L"
## [3899] "TUBA1B" "TUBA1A"
## [3901] "TUBA1C" "PRPH"
## [3903] "TROAP" "C1QL4"
## [3905] "DNAJC22" "SPATS2"
## [3907] "LOC100335030" "KCNH3"
## [3909] "MCRS1" "FAM186B"
## [3911] "PRPF40B" "FMNL3"
## [3913] "TMBIM6" "NCKAP5L"
## [3915] "BCDIN3D-AS1" "BCDIN3D"
## [3917] "FAIM2" "AQP5"
## [3919] "AQP6" "RACGAP1"
## [3921] "ASIC1" "SMARCD1"
## [3923] "GPD1" "COX14"
## [3925] "CERS5" "LIMA1"
## [3927] "LARP4" "DIP2B"
## [3929] "ATF1" "METTL7A"
## [3931] "SLC11A2" "LETMD1"
## [3933] "CSRNP2" "TFCP2"
## [3935] "POU6F1" "DAZAP2"
## [3937] "SMAGP" "BIN2"
## [3939] "CELA1" "GALNT6"
## [3941] "SLC4A8" "SCN8A"
## [3943] "FIGNL2" "ANKRD33"
## [3945] "ACVRL1" "ACVR1B"
## [3947] "GRASP" "NR4A1"
## [3949] "KRT80" "LINC00592"
## [3951] "KRT7" "KRT81"
## [3953] "KRT86" "KRT83"
## [3955] "KRT85" "KRT75"
## [3957] "KRT6B" "KRT6C"
## [3959] "KRT6A" "KRT5"
## [3961] "KRT74" "KRT72"
## [3963] "KRT2" "KRT1"
## [3965] "KRT3" "KRT4"
## [3967] "KRT79" "KRT78"
## [3969] "KRT8" "KRT18"
## [3971] "EIF4B" "LOC283335"
## [3973] "SPRYD3" "IGFBP6"
## [3975] "SOAT2" "CSAD"
## [3977] "ZNF740" "ITGB7"
## [3979] "RARG" "MFSD5"
## [3981] "ESPL1" "PFDN5"
## [3983] "C12orf10" "AAAS"
## [3985] "SP7" "SP1"
## [3987] "AMHR2" "PRR13"
## [3989] "PCBP2" "MAP3K12"
## [3991] "TARBP2" "NPFF"
## [3993] "ATF7" "LOC100652999"
## [3995] "CALCOCO1" "HOXC13"
## [3997] "HOTAIR" "HOXC11"
## [3999] "HOXC10" "HOXC9"
## [4001] "HOXC8" "HOXC4"
## [4003] "HOXC5" "HOXC6"
## [4005] "FLJ12825" "LOC100240735"
## [4007] "SMUG1" "CBX5"
## [4009] "HNRNPA1" "NFE2"
## [4011] "COPZ1" "GPR84"
## [4013] "ZNF385A" "ITGA5"
## [4015] "GTSF1" "NCKAP1L"
## [4017] "PDE1B" "PPP1R1A"
## [4019] "MUCL1" "TESPA1"
## [4021] "METTL7B" "ITGA7"
## [4023] "BLOC1S1" "RDH5"
## [4025] "CD63" "GDF11"
## [4027] "SARNP" "ORMDL2"
## [4029] "DNAJC14" "TMEM198B"
## [4031] "MMP19" "DGKA"
## [4033] "PMEL" "CDK2"
## [4035] "RAB5B" "SUOX"
## [4037] "IKZF4" "RPS26"
## [4039] "ERBB3" "PA2G4"
## [4041] "RPL41" "ZC3H10"
## [4043] "ESYT1" "MYL6B"
## [4045] "MYL6" "SMARCC2"
## [4047] "RNF41" "NABP2"
## [4049] "SLC39A5" "ANKRD52"
## [4051] "COQ10A" "CS"
## [4053] "CNPY2" "PAN2"
## [4055] "IL23A" "STAT2"
## [4057] "APOF" "TIMELESS"
## [4059] "MIP" "SPRYD4"
## [4061] "GLS2" "RBMS2"
## [4063] "BAZ2A" "SNORD59B"
## [4065] "SNORD59A" "PTGES3"
## [4067] "NACA" "PRIM1"
## [4069] "HSD17B6" "SDR9C7"
## [4071] "RDH16" "GPR182"
## [4073] "ZBTB39" "TAC3"
## [4075] "MYO1A" "NAB2"
## [4077] "STAT6" "LRP1"
## [4079] "NXPH4" "SHMT2"
## [4081] "NDUFA4L2" "STAC3"
## [4083] "R3HDM2" "INHBC"
## [4085] "INHBE" "GLI1"
## [4087] "ARHGAP9" "MARS"
## [4089] "DDIT3" "MBD6"
## [4091] "DCTN2" "KIF5A"
## [4093] "PIP4K2C" "DTX3"
## [4095] "ARHGEF25" "SLC26A10"
## [4097] "B4GALNT1" "OS9"
## [4099] "AGAP2" "TSPAN31"
## [4101] "CDK4" "MARCH9"
## [4103] "CYP27B1" "METTL1"
## [4105] "TSFM" "AVIL"
## [4107] "CTDSP2" "MIR26A2"
## [4109] "LOC100506844" "LRIG3"
## [4111] "SLC16A7" "FAM19A2"
## [4113] "USP15" "MON2"
## [4115] "MIRLET7I" "PPM1H"
## [4117] "AVPR1A" "DPY19L2"
## [4119] "SRGAP1" "C12orf66"
## [4121] "C12orf56" "XPOT"
## [4123] "TBK1" "RASSF3"
## [4125] "GNS" "TBC1D30"
## [4127] "WIF1" "LEMD3"
## [4129] "MSRB3" "RPSAP52"
## [4131] "HMGA2" "LLPH"
## [4133] "TMBIM4" "IRAK3"
## [4135] "HELB" "GRIP1"
## [4137] "CAND1" "DYRK2"
## [4139] "IFNG" "IL22"
## [4141] "MDM1" "RAP1B"
## [4143] "LOC100507250" "NUP107"
## [4145] "SLC35E3" "MDM2"
## [4147] "CPM" "CPSF6"
## [4149] "LYZ" "YEATS4"
## [4151] "FRS2" "CCT2"
## [4153] "BEST3" "RAB3IP"
## [4155] "CNOT2" "KCNMB4"
## [4157] "PTPRB" "PTPRR"
## [4159] "TSPAN8" "LGR5"
## [4161] "ZFC3H1" "THAP2"
## [4163] "TMEM19" "RAB21"
## [4165] "TBC1D15" "MRS2P2"
## [4167] "TRHDE-AS1" "TRHDE"
## [4169] "LOC100507377" "ATXN7L3B"
## [4171] "CAPS2" "GLIPR1L1"
## [4173] "GLIPR1L2" "GLIPR1"
## [4175] "KRR1" "PHLDA1"
## [4177] "NAP1L1" "BBS10"
## [4179] "OSBPL8" "ZDHHC17"
## [4181] "CSRP2" "E2F7"
## [4183] "NAV3" "SYT1"
## [4185] "PAWR" "PPP1R12A"
## [4187] "OTOGL" "PTPRQ"
## [4189] "LIN7A" "ACSS3"
## [4191] "PPFIA2" "CCDC59"
## [4193] "METTL25" "TMTC2"
## [4195] "SLC6A15" "TSPAN19"
## [4197] "LRRIQ1" "ALX1"
## [4199] "RASSF9" "NTS"
## [4201] "MGAT4C" "MKRN9P"
## [4203] "C12orf50" "C12orf29"
## [4205] "CEP290" "TMTC3"
## [4207] "KITLG" "DUSP6"
## [4209] "POC1B" "GALNT4"
## [4211] "ATP2B1" "LINC00615"
## [4213] "LUM" "DCN"
## [4215] "BTG1" "CLLU1OS"
## [4217] "CLLU1" "C12orf74"
## [4219] "PLEKHG7" "EEA1"
## [4221] "LOC643339" "NUDT4"
## [4223] "UBE2N" "MRPL42"
## [4225] "SOCS2-AS1" "SOCS2"
## [4227] "CRADD" "PLXNC1"
## [4229] "TMCC3" "NDUFA12"
## [4231] "NR2C1" "FGD6"
## [4233] "VEZT" "MIR331"
## [4235] "MIR3685" "METAP2"
## [4237] "USP44" "PGAM1P5"
## [4239] "NTN4" "SNRPF"
## [4241] "CCDC38" "AMDHD1"
## [4243] "HAL" "LTA4H"
## [4245] "ELK3" "CDK17"
## [4247] "NEDD1" "RMST"
## [4249] "SLC9A7P1" "TMPO-AS1"
## [4251] "TMPO" "SLC25A3"
## [4253] "SNORA53" "IKBIP"
## [4255] "APAF1" "ANKS1B"
## [4257] "UHRF1BP1L" "GOLGA2P5"
## [4259] "ACTR6" "DEPDC4"
## [4261] "SCYL2" "SLC17A8"
## [4263] "NR1H4" "GAS2L3"
## [4265] "ANO4" "SLC5A8"
## [4267] "UTP20" "ARL1"
## [4269] "MYBPC1" "CHPT1"
## [4271] "SYCP3" "GNPTAB"
## [4273] "DRAM1" "NUP37"
## [4275] "PARPBP" "PMCH"
## [4277] "IGF1" "PAH"
## [4279] "ASCL1" "C12orf42"
## [4281] "STAB2" "NT5DC3"
## [4283] "HSP90B1" "C12orf73"
## [4285] "TDG" "GLT8D2"
## [4287] "HCFC2" "NFYB"
## [4289] "TXNRD1" "EID3"
## [4291] "CHST11" "SLC41A2"
## [4293] "C12orf45" "ALDH1L2"
## [4295] "APPL2" "C12orf75"
## [4297] "NUAK1" "CKAP4"
## [4299] "TCP11L2" "POLR3B"
## [4301] "LOC100287944" "RFX4"
## [4303] "LOC100505978" "RIC8B"
## [4305] "CRY1" "BTBD11"
## [4307] "PWP1" "PRDM4"
## [4309] "LOC728739" "WSCD2"
## [4311] "CMKLR1" "FICD"
## [4313] "SART3" "ISCU"
## [4315] "TMEM119" "SELPLG"
## [4317] "CORO1C" "SSH1"
## [4319] "USP30-AS1" "USP30"
## [4321] "ALKBH2" "UNG"
## [4323] "ACACB" "FOXN4"
## [4325] "MYO1H" "KCTD10"
## [4327] "UBE3B" "MMAB"
## [4329] "MVK" "FAM222A"
## [4331] "FAM222A-AS1" "TRPV4"
## [4333] "GLTP" "TCHP"
## [4335] "GIT2" "ANKRD13A"
## [4337] "C12orf76" "IFT81"
## [4339] "ATP2A2" "ANAPC7"
## [4341] "ARPC3" "GPN3"
## [4343] "FAM216A" "VPS29"
## [4345] "RAD9B" "PPTC7"
## [4347] "TCTN1" "HVCN1"
## [4349] "PPP1CC" "CCDC63"
## [4351] "MYL2" "CUX2"
## [4353] "SH2B3" "ATXN2"
## [4355] "BRAP" "ACAD10"
## [4357] "ALDH2" "MAPKAPK5-AS1"
## [4359] "MAPKAPK5" "ADAM1A"
## [4361] "TMEM116" "ERP29"
## [4363] "NAA25" "TRAFD1"
## [4365] "HECTD4" "RPL6"
## [4367] "PTPN11" "RPH3A"
## [4369] "OAS1" "OAS3"
## [4371] "OAS2" "DTX1"
## [4373] "RASAL1" "DDX54"
## [4375] "IQCD" "TPCN1"
## [4377] "PLBD2" "SDS"
## [4379] "SDSL" "LHX5"
## [4381] "RBM19" "TBX5"
## [4383] "TBX5-AS1" "TBX3"
## [4385] "MED13L" "LINC00173"
## [4387] "MAP1LC3B2" "C12orf49"
## [4389] "RNFT2" "HRK"
## [4391] "FBXW8" "TESC"
## [4393] "FBXO21" "NOS1"
## [4395] "KSR2" "RFC5"
## [4397] "WSB2" "VSIG10"
## [4399] "PEBP1" "TAOK3"
## [4401] "SUDS3" "SRRM4"
## [4403] "HSPB8" "CCDC60"
## [4405] "TMEM233" "PRKAB1"
## [4407] "CIT" "RAB35"
## [4409] "RPLP0" "PXN-AS1"
## [4411] "PXN" "SIRT4"
## [4413] "PLA2G1B" "MSI1"
## [4415] "COX6A1" "TRIAP1"
## [4417] "GATC" "SRSF9"
## [4419] "DYNLL1" "COQ5"
## [4421] "RNF10" "POP5"
## [4423] "CABP1" "MLEC"
## [4425] "UNC119B" "ACADS"
## [4427] "SPPL3" "HNF1A-AS1"
## [4429] "HNF1A" "C12orf43"
## [4431] "OASL" "P2RX7"
## [4433] "P2RX4" "CAMKK2"
## [4435] "ANAPC5" "RNF34"
## [4437] "KDM2B" "ORAI1"
## [4439] "MORN3" "TMEM120B"
## [4441] "RHOF" "SETD1B"
## [4443] "HPD" "PSMD9"
## [4445] "WDR66" "BCL7A"
## [4447] "MLXIP" "LRRC43"
## [4449] "IL31" "B3GNT4"
## [4451] "DIABLO" "VPS33A"
## [4453] "CLIP1" "ZCCHC8"
## [4455] "RSRC2" "KNTC1"
## [4457] "HCAR2" "HCAR3"
## [4459] "HCAR1" "DENR"
## [4461] "CCDC62" "HIP1R"
## [4463] "VPS37B" "ABCB9"
## [4465] "OGFOD2" "ARL6IP4"
## [4467] "PITPNM2" "MPHOSPH9"
## [4469] "C12orf65" "CDK2AP1"
## [4471] "SBNO1" "RILPL2"
## [4473] "SNRNP35" "RILPL1"
## [4475] "TMED2" "DDX55"
## [4477] "EIF2B1" "GTF2H3"
## [4479] "TCTN2" "ATP6V0A2"
## [4481] "DNAH10" "CCDC92"
## [4483] "ZNF664" "NCOR2"
## [4485] "SCARB1" "UBC"
## [4487] "MIR5188" "DHX37"
## [4489] "BRI3BP" "AACS"
## [4491] "TMEM132B" "TMEM132C"
## [4493] "SLC15A4" "GLT1D1"
## [4495] "TMEM132D" "FZD10"
## [4497] "PIWIL1" "RIMBP2"
## [4499] "STX2" "RAN"
## [4501] "SFSWAP" "MMP17"
## [4503] "ULK1" "PUS1"
## [4505] "EP400" "SNORA49"
## [4507] "DDX51" "NOC4L"
## [4509] "GALNT9" "LOC100130238"
## [4511] "FBRSL1" "LRCOL1"
## [4513] "P2RX2" "POLE"
## [4515] "PXMP2" "PGAM5"
## [4517] "ANKLE2" "GOLGA3"
## [4519] "CHFR" "ZNF605"
## [4521] "ZNF26" "ZNF84"
## [4523] "ZNF140" "ZNF10"
## [4525] "ZNF268" "ANKRD20A9P"
## [4527] "ANKRD26P3" "TPTE2"
## [4529] "MPHOSPH8" "PSPC1"
## [4531] "ZMYM5" "ZMYM2"
## [4533] "GJA3" "GJB2"
## [4535] "GJB6" "CRYL1"
## [4537] "IFT88" "IL17D"
## [4539] "XPO4" "LATS2"
## [4541] "SAP18" "SKA3"
## [4543] "MIPEPP3" "ZDHHC20"
## [4545] "FGF9" "SGCG"
## [4547] "SACS" "LINC00327"
## [4549] "TNFRSF19" "MIPEP"
## [4551] "ANKRD20A19P" "SPATA13"
## [4553] "C1QTNF9" "PARP4"
## [4555] "TPTE2P6" "ATP12A"
## [4557] "RNF17" "CENPJ"
## [4559] "TPTE2P1" "PABPC3"
## [4561] "AMER2" "MTMR6"
## [4563] "ATP8A2" "SHISA2"
## [4565] "RNF6" "CDK8"
## [4567] "WASF3" "GPR12"
## [4569] "USP12" "SNORD102"
## [4571] "SNORA27" "RASL11A"
## [4573] "GTF3A" "MTIF3"
## [4575] "LNX2" "POLR1D"
## [4577] "PDX1" "CDX2"
## [4579] "FLT3" "PAN3-AS1"
## [4581] "PAN3" "FLT1"
## [4583] "POMP" "SLC46A3"
## [4585] "MTUS2" "MTUS2-AS1"
## [4587] "SLC7A1" "UBL3"
## [4589] "KATNAL1" "LINC00426"
## [4591] "HMGB1" "USPL1"
## [4593] "ALOX5AP" "LINC00398"
## [4595] "TEX26-AS1" "MEDAG"
## [4597] "HSPH1" "EEF1DP3"
## [4599] "FRY" "ZAR1L"
## [4601] "BRCA2" "N4BP2L1"
## [4603] "N4BP2L2" "MINOS1P1"
## [4605] "N4BP2L2-IT2" "PDS5B"
## [4607] "KL" "STARD13"
## [4609] "STARD13-AS" "RFC3"
## [4611] "NBEA" "MAB21L1"
## [4613] "DCLK1" "CCDC169"
## [4615] "CCNA1" "SERTM1"
## [4617] "RFXAP" "SMAD9"
## [4619] "ALG5" "EXOSC8"
## [4621] "SUPT20H" "CSNK1A1L"
## [4623] "POSTN" "TRPC4"
## [4625] "LINC00571" "UFM1"
## [4627] "FREM2" "PROSER1"
## [4629] "NHLRC3" "COG6"
## [4631] "LINC00598" "FOXO1"
## [4633] "MRPS31" "SLC25A15"
## [4635] "TPTE2P5" "SUGT1P3"
## [4637] "ELF1" "WBP4"
## [4639] "KBTBD6" "KBTBD7"
## [4641] "MTRF1" "NAA16"
## [4643] "RGCC" "VWA8"
## [4645] "VWA8-AS1" "DGKH"
## [4647] "AKAP11" "TNFSF11"
## [4649] "FAM216B" "EPSTI1"
## [4651] "DNAJC15" "ENOX1"
## [4653] "CCDC122" "LACC1"
## [4655] "LINC00284" "SERP2"
## [4657] "TSC22D1" "TSC22D1-AS1"
## [4659] "NUFIP1" "GTF2F2"
## [4661] "KCTD4" "TPT1"
## [4663] "SNORA31" "TPT1-AS1"
## [4665] "SLC25A30" "COG3"
## [4667] "SPERT" "SIAH3"
## [4669] "ZC3H13" "CPB2-AS1"
## [4671] "CPB2" "LCP1"
## [4673] "LRCH1" "ESD"
## [4675] "HTR2A" "SUCLA2"
## [4677] "NUDT15" "MED4"
## [4679] "MED4-AS1" "ITM2B"
## [4681] "RB1" "LPAR6"
## [4683] "RCBTB2" "LINC00462"
## [4685] "CYSLTR2" "FNDC3A"
## [4687] "MLNR" "CDADC1"
## [4689] "CAB39L" "SETDB2"
## [4691] "PHF11" "RCBTB1"
## [4693] "ARL11" "EBPL"
## [4695] "KPNA3" "SPRYD7"
## [4697] "DLEU2" "MIR3613"
## [4699] "TRIM13" "KCNRG"
## [4701] "DLEU1" "ST13P4"
## [4703] "DLEU7" "DLEU7-AS1"
## [4705] "RNASEH2B-AS1" "RNASEH2B"
## [4707] "GUCY1B2" "FAM124A"
## [4709] "SERPINE3" "INTS6"
## [4711] "WDFY2" "DHRS12"
## [4713] "ATP7B" "ALG11"
## [4715] "UTP14C" "NEK5"
## [4717] "NEK3" "MRPS31P5"
## [4719] "THSD1" "VPS36"
## [4721] "CKAP2" "HNRNPA1L2"
## [4723] "SUGT1" "OLFM4"
## [4725] "PCDH17" "DIAPH3"
## [4727] "TDRD3" "PCDH20"
## [4729] "PCDH9" "LINC00348"
## [4731] "DACH1" "MZT1"
## [4733] "BORA" "DIS3"
## [4735] "PIBF1" "KLF5"
## [4737] "KLF12" "CTAGE11P"
## [4739] "TBC1D4" "COMMD6"
## [4741] "UCHL3" "LMO7"
## [4743] "KCTD12" "CLN5"
## [4745] "FBXL3" "MYCBP2"
## [4747] "MYCBP2-AS1" "SCEL"
## [4749] "SLAIN1" "EDNRB"
## [4751] "POU4F1" "RNF219"
## [4753] "RBM26" "RBM26-AS1"
## [4755] "NDFIP2" "SPRY2"
## [4757] "SLITRK6" "MIR4500HG"
## [4759] "SLITRK5" "MIR622"
## [4761] "LINC00410" "MIR17HG"
## [4763] "GPC5" "GPC6"
## [4765] "TGDS" "GPR180"
## [4767] "SOX21" "ABCC4"
## [4769] "CLDN10" "CLDN10-AS1"
## [4771] "DZIP1" "DNAJC3"
## [4773] "UGGT2" "HS6ST3"
## [4775] "OXGR1" "MBNL2"
## [4777] "RAP2A" "IPO5"
## [4779] "FARP1" "RNF113B"
## [4781] "STK24" "SLC15A1"
## [4783] "DOCK9" "UBAC2-AS1"
## [4785] "UBAC2" "GPR18"
## [4787] "GPR183" "FKSG29"
## [4789] "TM9SF2" "CLYBL"
## [4791] "ZIC5" "ZIC2"
## [4793] "PCCA" "GGACT"
## [4795] "TMTC4" "NALCN-AS1"
## [4797] "NALCN" "ITGBL1"
## [4799] "FGF14" "FGF14-AS2"
## [4801] "TPP2" "CCDC168"
## [4803] "TEX30" "KDELC1"
## [4805] "BIVM" "ERCC5"
## [4807] "METTL21EP" "LINC00460"
## [4809] "EFNB2" "ARGLU1"
## [4811] "LINC00551" "LINC00443"
## [4813] "FAM155A" "LIG4"
## [4815] "ABHD13" "TNFSF13B"
## [4817] "MYO16" "MYO16-AS1"
## [4819] "IRS2" "COL4A1"
## [4821] "COL4A2" "COL4A2-AS1"
## [4823] "RAB20" "CARS2"
## [4825] "ING1" "LINC00346"
## [4827] "ANKRD10" "ARHGEF7"
## [4829] "TEX29" "TUBGCP3"
## [4831] "ATP11A" "MCF2L-AS1"
## [4833] "MCF2L" "F7"
## [4835] "F10" "PROZ"
## [4837] "PCID2" "CUL4A"
## [4839] "LAMP1" "GRTP1"
## [4841] "ADPRHL1" "DCUN1D2"
## [4843] "TMCO3" "TFDP1"
## [4845] "TMEM255B" "GAS6-AS1"
## [4847] "GAS6" "LINC00565"
## [4849] "RASA3" "CDC16"
## [4851] "UPF3A" "CHAMP1"
## [4853] "OR4K2" "TTC5"
## [4855] "CCNB1IP1" "RPPH1"
## [4857] "PARP2" "TEP1"
## [4859] "KLHL33" "OSGEP"
## [4861] "APEX1" "PNP"
## [4863] "ANG" "RNASE4"
## [4865] "RNASE6" "RNASE1"
## [4867] "RNASE2" "METTL17"
## [4869] "SLC39A2" "NDRG2"
## [4871] "RNASE13" "RNASE7"
## [4873] "ARHGEF40" "ZNF219"
## [4875] "TMEM253" "OR5AU1"
## [4877] "LINC00641" "HNRNPC"
## [4879] "RPGRIP1" "SUPT16H"
## [4881] "CHD8" "SNORD9"
## [4883] "SNORD8" "RAB2B"
## [4885] "TOX4" "METTL3"
## [4887] "SALL2" "DAD1"
## [4889] "ABHD4" "OXA1L"
## [4891] "SLC7A7" "MRPL52"
## [4893] "MMP14" "LRP10"
## [4895] "REM2" "RBM23"
## [4897] "PRMT5" "HAUS4"
## [4899] "AJUBA" "C14orf93"
## [4901] "PSMB5" "CDH24"
## [4903] "ACIN1" "C14orf119"
## [4905] "CEBPE" "SLC7A8"
## [4907] "HOMEZ" "PPP1R3E"
## [4909] "BCL2L2" "PABPN1"
## [4911] "SLC22A17" "EFS"
## [4913] "CMTM5" "NGDN"
## [4915] "THTPA" "ZFHX2"
## [4917] "AP1G2" "JPH4"
## [4919] "DHRS2" "DHRS4-AS1"
## [4921] "DHRS4" "DHRS4L2"
## [4923] "DHRS4L1" "NRL"
## [4925] "PCK2" "DCAF11"
## [4927] "FITM1" "PSME1"
## [4929] "EMC9" "PSME2"
## [4931] "RNF31" "IRF9"
## [4933] "REC8" "IPO4"
## [4935] "TM9SF1" "TSSK4"
## [4937] "CHMP4A" "MDP1"
## [4939] "NEDD8" "GMPR2"
## [4941] "TINF2" "TGM1"
## [4943] "RABGGTA" "DHRS1"
## [4945] "NOP9" "CIDEB"
## [4947] "LTB4R2" "LTB4R"
## [4949] "ADCY4" "RIPK3"
## [4951] "NFATC4" "NYNRIN"
## [4953] "CBLN3" "KHNYN"
## [4955] "SDR39U1" "CMA1"
## [4957] "CTSG" "GZMH"
## [4959] "GZMB" "STXBP6"
## [4961] "NOVA1" "FOXG1"
## [4963] "PRKD1" "G2E3"
## [4965] "SCFD1" "COCH"
## [4967] "LOC100506071" "STRN3"
## [4969] "AP4S1" "HECTD1"
## [4971] "HEATR5A" "DTD2"
## [4973] "NUBPL" "ARHGAP5-AS1"
## [4975] "ARHGAP5" "AKAP6"
## [4977] "NPAS3" "EGLN3"
## [4979] "SPTSSA" "EAPP"
## [4981] "SNX6" "CFL2"
## [4983] "BAZ1A" "IGBP1P1"
## [4985] "SRP54" "FAM177A1"
## [4987] "PPP2R3C" "KIAA0391"
## [4989] "PSMA6" "NFKBIA"
## [4991] "INSM2" "RALGAPA1"
## [4993] "BRMS1L" "PTCSC3"
## [4995] "MBIP" "SFTA3"
## [4997] "NKX2-1" "NKX2-8"
## [4999] "PAX9" "SLC25A21"
## [5001] "MIPOL1" "FOXA1"
## [5003] "SSTR1" "CLEC14A"
## [5005] "LINC00639" "SEC23A"
## [5007] "GEMIN2" "TRAPPC6B"
## [5009] "PNN" "MIA2"
## [5011] "LOC100288846" "FBXO33"
## [5013] "LRFN5" "C14orf28"
## [5015] "KLHL28" "PRPF39"
## [5017] "FKBP3" "FANCM"
## [5019] "MIS18BP1" "MDGA2"
## [5021] "LINC00648" "RPS29"
## [5023] "LRR1" "RPL36AL"
## [5025] "MGAT2" "DNAAF2"
## [5027] "POLE2" "KLHDC1"
## [5029] "KLHDC2" "NEMF"
## [5031] "ARF6" "SOS2"
## [5033] "L2HGDH" "ATP5S"
## [5035] "CDKL1" "MAP4K5"
## [5037] "ATL1" "SAV1"
## [5039] "NIN" "ABHD12B"
## [5041] "PYGL" "TRIM9"
## [5043] "TMX1" "LINC00640"
## [5045] "FRMD6" "FRMD6-AS1"
## [5047] "GNG2" "NID2"
## [5049] "PTGDR" "PTGER2"
## [5051] "TXNDC16" "GPR137C"
## [5053] "PSMC6" "STYX"
## [5055] "GNPNAT1" "FERMT2"
## [5057] "DDHD1" "BMP4"
## [5059] "CDKN3" "GMFB"
## [5061] "CGRRF1" "SAMD4A"
## [5063] "GCH1" "WDHD1"
## [5065] "SOCS4" "MAPK1IP1L"
## [5067] "LGALS3" "DLGAP5"
## [5069] "FBXO34" "ATG14"
## [5071] "KTN1-AS1" "KTN1"
## [5073] "LINC00520" "PELI2"
## [5075] "EXOC5" "AP5M1"
## [5077] "NAA30" "SLC35F4"
## [5079] "ACTR10" "PSMA3"
## [5081] "ARID4A" "TOMM20L"
## [5083] "TIMM9" "KIAA0586"
## [5085] "DACT1" "DAAM1"
## [5087] "GPR135" "L3HYPDH"
## [5089] "JKAMP" "CCDC175"
## [5091] "RTN1" "LRRC9"
## [5093] "DHRS7" "PPM1A"
## [5095] "C14orf39" "SIX1"
## [5097] "SIX4" "MNAT1"
## [5099] "TRMT5" "SLC38A6"
## [5101] "TMEM30B" "PRKCH"
## [5103] "FLJ22447" "HIF1A"
## [5105] "HIF1A-AS2" "SNAPC1"
## [5107] "SYT16" "LINC00643"
## [5109] "RHOJ" "PPP2R5E"
## [5111] "WDR89" "SGPP1"
## [5113] "SYNE2" "ESR2"
## [5115] "TEX21P" "MTHFD1"
## [5117] "AKAP5" "ZBTB25"
## [5119] "ZBTB1" "HSPA2"
## [5121] "PPP1R36" "PLEKHG3"
## [5123] "SPTB" "CHURC1"
## [5125] "GPX2" "RAB15"
## [5127] "FNTB" "MAX"
## [5129] "LOC100506321" "FUT8"
## [5131] "FUT8-AS1" "GPHN"
## [5133] "FAM71D" "MPP5"
## [5135] "ATP6V1D" "EIF2S1"
## [5137] "PLEK2" "TMEM229B"
## [5139] "PLEKHH1" "PIGH"
## [5141] "ARG2" "VTI1B"
## [5143] "RDH11" "RDH12"
## [5145] "ZFYVE26" "RAD51B"
## [5147] "ZFP36L1" "ACTN1"
## [5149] "ACTN1-AS1" "DCAF5"
## [5151] "EXD2" "GALNT16"
## [5153] "ERH" "SLC39A9"
## [5155] "PLEKHD1" "CCDC177"
## [5157] "LOC100289511" "SRSF5"
## [5159] "SLC10A1" "SMOC1"
## [5161] "SLC8A3" "ADAM21P1"
## [5163] "COX16" "SYNJ2BP"
## [5165] "ADAM21" "ADAM20P1"
## [5167] "ADAM20" "MED6"
## [5169] "TTC9" "MAP3K9"
## [5171] "LOC145474" "SIPA1L1"
## [5173] "RGS6" "DPF3"
## [5175] "DCAF4" "ZFYVE1"
## [5177] "RBM25" "PSEN1"
## [5179] "PAPLN" "NUMB"
## [5181] "HEATR4" "ACOT1"
## [5183] "ACOT2" "ACOT4"
## [5185] "ACOT6" "DNAL1"
## [5187] "PNMA1" "ELMSAN1"
## [5189] "PTGR2" "ZNF410"
## [5191] "FAM161B" "COQ6"
## [5193] "ENTPD5" "ALDH6A1"
## [5195] "LIN52" "VSX2"
## [5197] "ABCD4" "VRTN"
## [5199] "SYNDIG1L" "NPC2"
## [5201] "ISCA2" "LTBP2"
## [5203] "FCF1" "YLPM1"
## [5205] "PROX2" "DLST"
## [5207] "RPS6KL1" "PGF"
## [5209] "EIF2B2" "MLH3"
## [5211] "ACYP1" "ZC2HC1C"
## [5213] "NEK9" "TMED10"
## [5215] "FOS" "JDP2"
## [5217] "BATF" "FLVCR2"
## [5219] "TTLL5" "TGFB3"
## [5221] "IFT43" "GPATCH2L"
## [5223] "ESRRB" "VASH1"
## [5225] "ANGEL1" "IRF2BPL"
## [5227] "ZDHHC22" "TMEM63C"
## [5229] "POMT2" "GSTZ1"
## [5231] "TMED8" "SAMD15"
## [5233] "NOXRED1" "VIPAS39"
## [5235] "AHSA1" "ISM2"
## [5237] "SPTLC2" "ALKBH1"
## [5239] "SLIRP" "SNW1"
## [5241] "C14orf178" "ADCK1"
## [5243] "NRXN3" "DIO2"
## [5245] "CEP128" "GTF2A1"
## [5247] "STON2" "SEL1L"
## [5249] "FLRT2" "GALC"
## [5251] "GPR65" "KCNK10"
## [5253] "SPATA7" "PTPN21"
## [5255] "ZC3H14" "EML5"
## [5257] "TTC8" "FOXN3"
## [5259] "FOXN3-AS1" "EFCAB11"
## [5261] "TDP1" "KCNK13"
## [5263] "PSMC1" "NRDE2"
## [5265] "CALM1" "TTC7B"
## [5267] "RPS6KA5" "GPR68"
## [5269] "CCDC88C" "CATSPERB"
## [5271] "TC2N" "FBLN5"
## [5273] "TRIP11" "ATXN3"
## [5275] "NDUFB1" "CPSF2"
## [5277] "SLC24A4" "RIN3"
## [5279] "LGMN" "GOLGA5"
## [5281] "CHGA" "ITPK1"
## [5283] "ITPK1-AS1" "MOAP1"
## [5285] "TMEM251" "UBR7"
## [5287] "BTBD7" "UNC79"
## [5289] "PRIMA1" "FAM181A"
## [5291] "ASB2" "OTUB2"
## [5293] "DDX24" "IFI27L1"
## [5295] "IFI27" "IFI27L2"
## [5297] "PPP4R4" "SERPINA10"
## [5299] "SERPINA6" "SERPINA1"
## [5301] "SERPINA9" "SERPINA12"
## [5303] "SERPINA4" "SERPINA5"
## [5305] "SERPINA3" "GSC"
## [5307] "DICER1" "DICER1-AS1"
## [5309] "CLMN" "SYNE3"
## [5311] "SNHG10" "GLRX5"
## [5313] "TCL1A" "C14orf132"
## [5315] "BDKRB2" "BDKRB1"
## [5317] "ATG2B" "GSKIP"
## [5319] "AK7" "PAPOLA"
## [5321] "VRK1" "BCL11B"
## [5323] "SETD3" "CCNK"
## [5325] "CCDC85C" "HHIPL1"
## [5327] "CYP46A1" "EML1"
## [5329] "EVL" "DEGS2"
## [5331] "YY1" "SLC25A29"
## [5333] "SLC25A47" "WARS"
## [5335] "WDR25" "BEGAIN"
## [5337] "DLK1" "MEG3"
## [5339] "RTL1" "MEG8"
## [5341] "SNORD114-10" "MIR656"
## [5343] "MEG9" "DIO3OS"
## [5345] "MIR1247" "DIO3"
## [5347] "LINC00239" "PPP2R5C"
## [5349] "DYNC1H1" "HSP90AA1"
## [5351] "WDR20" "MOK"
## [5353] "ZNF839" "CINP"
## [5355] "TECPR2" "ANKRD9"
## [5357] "RCOR1" "TRAF3"
## [5359] "AMN" "CDC42BPB"
## [5361] "EXOC3L4" "TNFAIP2"
## [5363] "LINC00605" "EIF5"
## [5365] "SNORA28" "MARK3"
## [5367] "CKB" "TRMT61A"
## [5369] "BAG5" "APOPT1"
## [5371] "KLC1" "XRCC3"
## [5373] "ZFYVE21" "PPP1R13B"
## [5375] "TDRD9" "ASPG"
## [5377] "KIF26A" "C14orf180"
## [5379] "TMEM179" "INF2"
## [5381] "ADSSL1" "SIVA1"
## [5383] "AKT1" "ZBTB42"
## [5385] "LINC00638" "CEP170B"
## [5387] "PLD4" "AHNAK2"
## [5389] "CDCA4" "GPR132"
## [5391] "JAG2" "NUDT14"
## [5393] "BRF1" "BTBD6"
## [5395] "PACS2" "TEX22"
## [5397] "MTA1" "CRIP2"
## [5399] "CRIP1" "TMEM121"
## [5401] "HERC2P3" "NBEAP1"
## [5403] "LOC646214" "CXADRP2"
## [5405] "REREP3" "GOLGA8DP"
## [5407] "TUBGCP5" "CYFIP1"
## [5409] "NIPA2" "NIPA1"
## [5411] "LOC283683" "WHAMMP3"
## [5413] "HERC2P2" "HERC2P7"
## [5415] "GOLGA8S" "MKRN3"
## [5417] "MAGEL2" "NDN"
## [5419] "PWRN1" "SNORD116-1"
## [5421] "SNORD116-2" "SNORD116-4"
## [5423] "SNORD116-8" "SNORD116-13"
## [5425] "SNORD116-14" "SNORD116-16"
## [5427] "SNORD116-18" "SNORD116-20"
## [5429] "SNORD116-21" "SNORD116-22"
## [5431] "SNORD116-23" "SNORD116-24"
## [5433] "SNORD116-27" "SNORD116-28"
## [5435] "SNORD116-29" "IPW"
## [5437] "UBE3A" "ATP10A"
## [5439] "GABRB3" "GABRA5"
## [5441] "GABRG3" "OCA2"
## [5443] "HERC2" "HERC2P9"
## [5445] "WHAMMP2" "APBA2"
## [5447] "FAM189A1" "TJP1"
## [5449] "ULK4P3" "GOLGA8T"
## [5451] "CHRFAM7A" "ARHGAP11B"
## [5453] "LOC100288637" "HERC2P10"
## [5455] "FAN1" "MTMR10"
## [5457] "LOC283710" "KLF13"
## [5459] "OTUD7A" "CHRNA7"
## [5461] "WHAMMP1" "ARHGAP11A"
## [5463] "SCG5" "GREM1"
## [5465] "FMN1" "TMCO5B"
## [5467] "RYR3" "AVEN"
## [5469] "CHRM5" "EMC7"
## [5471] "PGBD4" "KATNBL1"
## [5473] "EMC4" "SLC12A6"
## [5475] "NOP10" "LPCAT4"
## [5477] "GOLGA8A" "GOLGA8B"
## [5479] "ACTC1" "AQR"
## [5481] "ZNF770" "ANP32AP1"
## [5483] "MIR3942" "C15orf41"
## [5485] "CSNK1A1P1" "MEIS2"
## [5487] "SPRED1" "FAM98B"
## [5489] "RASGRP1" "C15orf54"
## [5491] "THBS1" "FSIP1"
## [5493] "GPR176" "EIF2AK4"
## [5495] "SRP14" "BMF"
## [5497] "BUB1B" "PAK6"
## [5499] "C15orf56" "ANKRD63"
## [5501] "PLCB2" "DISP2"
## [5503] "KNSTRN" "IVD"
## [5505] "BAHD1" "CHST14"
## [5507] "MRPL42P5" "RPUSD2"
## [5509] "RAD51" "RMDN3"
## [5511] "GCHFR" "DNAJC17"
## [5513] "C15orf62" "ZFYVE19"
## [5515] "PPP1R14D" "SPINT1"
## [5517] "RHOV" "VPS18"
## [5519] "DLL4" "CHAC1"
## [5521] "INO80" "EXD1"
## [5523] "CHP1" "OIP5-AS1"
## [5525] "OIP5" "NUSAP1"
## [5527] "NDUFAF1" "RTF1"
## [5529] "ITPKA" "LTK"
## [5531] "RPAP1" "TYRO3"
## [5533] "MGA" "MAPKBP1"
## [5535] "JMJD7" "PLA2G4B"
## [5537] "SPTBN5" "EHD4"
## [5539] "PLA2G4E" "PLA2G4D"
## [5541] "PLA2G4F" "VPS39"
## [5543] "TMEM87A" "GANC"
## [5545] "CAPN3" "SNAP23"
## [5547] "LRRC57" "HAUS2"
## [5549] "STARD9" "CDAN1"
## [5551] "TTBK2" "UBR1"
## [5553] "TMEM62" "CCNDBP1"
## [5555] "TGM5" "LCMT2"
## [5557] "ADAL" "ZSCAN29"
## [5559] "TUBGCP4" "TP53BP1"
## [5561] "MAP1A" "PPIP5K1"
## [5563] "CKMT1B" "STRC"
## [5565] "CATSPER2" "CKMT1A"
## [5567] "CATSPER2P1" "PDIA3"
## [5569] "ELL3" "SERF2"
## [5571] "MIR1282" "SERINC4"
## [5573] "HYPK" "MFAP1"
## [5575] "WDR76" "FRMD5"
## [5577] "PIN4P1" "CASC4"
## [5579] "CTDSPL2" "EIF3J"
## [5581] "SPG11" "PATL2"
## [5583] "B2M" "TRIM69"
## [5585] "SORD" "DUOX2"
## [5587] "DUOXA2" "DUOXA1"
## [5589] "DUOX1" "SHF"
## [5591] "SLC28A2" "GATM"
## [5593] "SPATA5L1" "C15orf48"
## [5595] "SLC30A4" "HMGN2P46"
## [5597] "BLOC1S6" "SEMA6D"
## [5599] "SLC24A5" "MYEF2"
## [5601] "DUT" "FBN1"
## [5603] "CEP152" "SHC4"
## [5605] "EID1" "SECISBP2L"
## [5607] "COPS2" "GALK2"
## [5609] "NDUFAF4P1" "FAM227B"
## [5611] "FGF7" "DTWD1"
## [5613] "ATP8B4" "SLC27A2"
## [5615] "HDC" "GABPB1"
## [5617] "GABPB1-AS1" "MIR4712"
## [5619] "USP8" "USP50"
## [5621] "TRPM7" "SPPL2A"
## [5623] "AP4E1" "DCAF13P3"
## [5625] "TNFAIP8L3" "CYP19A1"
## [5627] "GLDN" "DMXL2"
## [5629] "SCG3" "LYSMD2"
## [5631] "TMOD2" "TMOD3"
## [5633] "LEO1" "MAPK6"
## [5635] "BCL2L10" "GNB5"
## [5637] "MYO5C" "MYO5A"
## [5639] "ARPP19" "FAM214A"
## [5641] "ONECUT1" "WDR72"
## [5643] "UNC13C" "RSL24D1"
## [5645] "RAB27A" "PIGB"
## [5647] "CCPG1" "PYGO1"
## [5649] "PRTG" "NEDD4"
## [5651] "RFX7" "TEX9"
## [5653] "MNS1" "ZNF280D"
## [5655] "LOC145783" "TCF12"
## [5657] "CGNL1" "MYZAP"
## [5659] "POLR2M" "ALDH1A2"
## [5661] "AQP9" "LIPC"
## [5663] "ADAM10" "HSP90AB4P"
## [5665] "SLTM" "RNF111"
## [5667] "CCNB2" "MYO1E"
## [5669] "MIR2116" "LDHAL6B"
## [5671] "FAM81A" "GCNT3"
## [5673] "GTF2A2" "BNIP2"
## [5675] "ANXA2" "RORA"
## [5677] "VPS13C" "C2CD4A"
## [5679] "C2CD4B" "TLN2"
## [5681] "TPM1" "LACTB"
## [5683] "RPS27L" "RAB8B"
## [5685] "APH1B" "CA12"
## [5687] "USP3" "FBXL22"
## [5689] "HERC1" "DAPK2"
## [5691] "SNX1" "SNX22"
## [5693] "PPIB" "CSNK1G1"
## [5695] "TRIP4" "ZNF609"
## [5697] "OAZ2" "RBPMS2"
## [5699] "PIF1" "PLEKHO2"
## [5701] "ANKDD1A" "SPG21"
## [5703] "MTFMT" "SLC51B"
## [5705] "RASL12" "UBAP1L"
## [5707] "PDCD7" "CLPX"
## [5709] "CILP" "PARP16"
## [5711] "IGDCC3" "IGDCC4"
## [5713] "DPP8" "SLC24A1"
## [5715] "DENND4A" "RAB11A"
## [5717] "MEGF11" "DIS3L"
## [5719] "TIPIN" "MAP2K1"
## [5721] "SNAPC5" "RPL4"
## [5723] "SNORD18C" "SNORD18B"
## [5725] "SNORD16" "SNORD18A"
## [5727] "ZWILCH" "LCTL"
## [5729] "SMAD6" "SMAD3"
## [5731] "AAGAB" "IQCH"
## [5733] "IQCH-AS1" "C15orf61"
## [5735] "MAP2K5" "SKOR1"
## [5737] "PIAS1" "CALML4"
## [5739] "CLN6" "FEM1B"
## [5741] "ITGA11" "CORO2B"
## [5743] "ANP32A" "MIR4312"
## [5745] "ANP32A-IT1" "MIR548H4"
## [5747] "SPESP1" "NOX5"
## [5749] "GLCE" "PAQR5"
## [5751] "KIF23" "RPLP1"
## [5753] "TLE3" "UACA"
## [5755] "LARP6" "THAP10"
## [5757] "LRRC49" "CT62"
## [5759] "THSD4" "NR2E3"
## [5761] "MYO9A" "SENP8"
## [5763] "PKM" "PARP6"
## [5765] "CELF6" "HEXA"
## [5767] "HEXA-AS1" "ARIH1"
## [5769] "MIR630" "GOLGA6B"
## [5771] "HIGD2B" "BBS4"
## [5773] "ADPGK" "ADPGK-AS1"
## [5775] "NEO1" "HCN4"
## [5777] "NPTN" "CD276"
## [5779] "LOXL1-AS1" "LOXL1"
## [5781] "STOML1" "PML"
## [5783] "GOLGA6A" "ISLR2"
## [5785] "ISLR" "STRA6"
## [5787] "CCDC33" "CYP11A1"
## [5789] "SEMA7A" "UBL7"
## [5791] "ARID3B" "CLK3"
## [5793] "EDC3" "CYP1A1"
## [5795] "CYP1A2" "CSK"
## [5797] "LMAN1L" "CPLX3"
## [5799] "ULK3" "SCAMP2"
## [5801] "MPI" "FAM219B"
## [5803] "COX5A" "RPP25"
## [5805] "SCAMP5" "PPCDC"
## [5807] "C15orf39" "GOLGA6C"
## [5809] "GOLGA6D" "COMMD4"
## [5811] "NEIL1" "MIR631"
## [5813] "MAN2C1" "SIN3A"
## [5815] "PTPN9" "SNUPN"
## [5817] "IMP3" "SNX33"
## [5819] "CSPG4" "ODF3L1"
## [5821] "DNM1P35" "UBE2Q2"
## [5823] "FBXO22" "NRG4"
## [5825] "ETFA" "TYRO3P"
## [5827] "ISL2" "SCAPER"
## [5829] "RCN2" "PSTPIP1"
## [5831] "TSPAN3" "PEAK1"
## [5833] "LINC00597" "HMG20A"
## [5835] "LINGO1" "LOC645752"
## [5837] "LOC91450" "TBC1D2B"
## [5839] "SH2D7" "CIB2"
## [5841] "IDH3A" "ACSBG1"
## [5843] "DNAJA4" "WDR61"
## [5845] "CRABP1" "IREB2"
## [5847] "PSMA4" "CHRNA5"
## [5849] "CHRNA3" "CHRNB4"
## [5851] "ADAMTS7" "MORF4L1"
## [5853] "CTSH" "RASGRF1"
## [5855] "TMED3" "KIAA1024"
## [5857] "MTHFS" "ST20-MTHFS"
## [5859] "ST20" "BCL2A1"
## [5861] "ZFAND6" "FAH"
## [5863] "ARNT2" "IL16"
## [5865] "STARD5" "TMC3"
## [5867] "MEX3B" "GOLGA6L10"
## [5869] "GOLGA6L9" "CPEB1"
## [5871] "AP3B2" "SCARNA15"
## [5873] "FSD2" "WHAMM"
## [5875] "HOMER2" "C15orf40"
## [5877] "BTBD1" "TM6SF1"
## [5879] "BNC1" "SH3GL3"
## [5881] "ADAMTSL3" "LOC440300"
## [5883] "LOC642423" "GOLGA6L4"
## [5885] "UBE2Q2P1" "ZSCAN2"
## [5887] "SCAND2P" "WDR73"
## [5889] "NMB" "SEC11A"
## [5891] "ZNF592" "ALPK3"
## [5893] "SLC28A1" "PDE8A"
## [5895] "AKAP13" "KLHL25"
## [5897] "AGBL1" "NTRK3"
## [5899] "NTRK3-AS1" "MRPL46"
## [5901] "MRPS11" "DET1"
## [5903] "AEN" "ISG20"
## [5905] "ACAN" "HAPLN3"
## [5907] "MFGE8" "ABHD2"
## [5909] "RLBP1" "FANCI"
## [5911] "POLG" "RHCG"
## [5913] "TICRR" "KIF7"
## [5915] "PLIN1" "PEX11A"
## [5917] "WDR93" "MESP1"
## [5919] "MESP2" "ANPEP"
## [5921] "AP3S2" "ZNF710"
## [5923] "IDH2" "SEMA4B"
## [5925] "CIB1" "GDPGP1"
## [5927] "NGRN" "ZNF774"
## [5929] "IQGAP1" "CRTC3"
## [5931] "BLM" "FURIN"
## [5933] "FES" "MAN2A2"
## [5935] "UNC45A" "HDDC3"
## [5937] "RCCD1" "PRC1"
## [5939] "VPS33B" "SV2B"
## [5941] "SLCO3A1" "ST8SIA2"
## [5943] "FAM174B" "ASB9P1"
## [5945] "CHD2" "RGMA"
## [5947] "MCTP2" "LOC440311"
## [5949] "NR2F2" "MIR1469"
## [5951] "ARRDC4" "FAM169B"
## [5953] "IGF1R" "PGPEP1L"
## [5955] "SYNM" "TTC23"
## [5957] "LRRC28" "HSP90B2P"
## [5959] "MEF2A" "LYSMD4"
## [5961] "DNM1P46" "ADAMTS17"
## [5963] "CERS3" "PRKXP1"
## [5965] "ASB7" "ALDH1A3"
## [5967] "LRRK1" "CHSY1"
## [5969] "SNRPA1" "PCSK6"
## [5971] "LOC100507472" "TM2D3"
## [5973] "TARSL2" "WASH3P"
## [5975] "POLR3K" "SNRNP25"
## [5977] "RHBDF1" "MPG"
## [5979] "NPRL3" "HBZ"
## [5981] "HBM" "HBA2"
## [5983] "HBA1" "HBQ1"
## [5985] "LUC7L" "RGS11"
## [5987] "ARHGDIG" "PDIA2"
## [5989] "AXIN1" "MRPL28"
## [5991] "TMEM8A" "LOC100134368"
## [5993] "NME4" "DECR2"
## [5995] "RAB11FIP3" "LINC00235"
## [5997] "MIR5587" "MIR3176"
## [5999] "NHLRC4" "PIGQ"
## [6001] "RAB40C" "WFIKKN1"
## [6003] "WDR90" "RHOT2"
## [6005] "RHBDL1" "STUB1"
## [6007] "JMJD8" "WDR24"
## [6009] "FBXL16" "METRN"
## [6011] "FAM173A" "CCDC78"
## [6013] "HAGHL" "MSLN"
## [6015] "RPUSD1" "CHTF18"
## [6017] "GNG13" "PRR25"
## [6019] "LMF1" "SOX8"
## [6021] "SSTR5-AS1" "SSTR5"
## [6023] "CACNA1H" "TPSG1"
## [6025] "TPSB2" "TPSAB1"
## [6027] "TPSD1" "UBE2I"
## [6029] "BAIAP3" "TSR3"
## [6031] "GNPTG" "UNKL"
## [6033] "C16orf91" "CCDC154"
## [6035] "CLCN7" "PTX4"
## [6037] "TELO2" "IFT140"
## [6039] "TMEM204" "MAPK8IP3"
## [6041] "NME3" "MRPS34"
## [6043] "EME2" "SPSB3"
## [6045] "NUBP2" "IGFALS"
## [6047] "HAGH" "FAHD1"
## [6049] "MEIOB" "HS3ST6"
## [6051] "MSRB1" "RPL3L"
## [6053] "NDUFB10" "RPS2"
## [6055] "SNORA10" "SNORA64"
## [6057] "SNHG9" "SNORA78"
## [6059] "RNF151" "TBL3"
## [6061] "NOXO1" "GFER"
## [6063] "SYNGR3" "ZNF598"
## [6065] "NPW" "SLC9A3R2"
## [6067] "NTHL1" "TSC2"
## [6069] "PKD1" "RAB26"
## [6071] "SNORD60" "TRAF7"
## [6073] "CASKIN1" "MLST8"
## [6075] "BRICD5" "PGP"
## [6077] "E4F1" "DNASE1L2"
## [6079] "ECI1" "RNPS1"
## [6081] "MIR3677" "MIR940"
## [6083] "ABCA3" "ABCA17P"
## [6085] "CCNF" "NTN3"
## [6087] "TBC1D24" "ATP6V0C"
## [6089] "AMDHD2" "CEMP1"
## [6091] "PDPK1" "LOC652276"
## [6093] "FLJ42627" "ERVK13-1"
## [6095] "KCTD5" "PRSS27"
## [6097] "SRRM2-AS1" "SRRM2"
## [6099] "PRSS33" "PRSS41"
## [6101] "PRSS21" "ZG16B"
## [6103] "PRSS30P" "PRSS22"
## [6105] "FLYWCH2" "FLYWCH1"
## [6107] "KREMEN2" "PAQR4"
## [6109] "PKMYT1" "LINC00514"
## [6111] "CLDN9" "CLDN6"
## [6113] "TNFRSF12A" "HCFC1R1"
## [6115] "THOC6" "LOC100128770"
## [6117] "MMP25" "IL32"
## [6119] "ZSCAN10" "ZNF205-AS1"
## [6121] "ZNF205" "ZNF213"
## [6123] "OR1F1" "OR1F2P"
## [6125] "ZNF200" "MEFV"
## [6127] "ZNF263" "TIGD7"
## [6129] "ZNF75A" "MTRNR2L4"
## [6131] "ZSCAN32" "ZNF174"
## [6133] "ZNF597" "NAA60"
## [6135] "CLUAP1" "NLRC3"
## [6137] "SLX4" "DNASE1"
## [6139] "TRAP1" "CREBBP"
## [6141] "ADCY9" "SRL"
## [6143] "TFAP4" "GLIS2"
## [6145] "PAM16" "CORO7"
## [6147] "VASN" "DNAJA3"
## [6149] "NMRAL1" "HMOX2"
## [6151] "CDIP1" "C16orf96"
## [6153] "UBALD1" "MGRN1"
## [6155] "NUDT16L1" "ANKS3"
## [6157] "C16orf71" "ZNF500"
## [6159] "SEPT12" "ROGDI"
## [6161] "GLYR1" "UBN1"
## [6163] "PPL" "SEC14L5"
## [6165] "NAGPA" "NAGPA-AS1"
## [6167] "C16orf89" "ALG1"
## [6169] "RBFOX1" "METTL22"
## [6171] "ABAT" "TMEM186"
## [6173] "PMM2" "CARHSP1"
## [6175] "USP7" "C16orf72"
## [6177] "GRIN2A" "ATF7IP2"
## [6179] "EMP2" "TEKT5"
## [6181] "NUBP1" "TVP23A"
## [6183] "CIITA" "DEXI"
## [6185] "CLEC16A" "SOCS1"
## [6187] "RMI2" "LITAF"
## [6189] "SNN" "TXNDC11"
## [6191] "ZC3H7A" "RSL1D1"
## [6193] "GSPT1" "TNFRSF17"
## [6195] "SNX29" "CPPED1"
## [6197] "SHISA9" "ERCC4"
## [6199] "MIR365A" "PARN"
## [6201] "BFAR" "PLA2G10"
## [6203] "ABCC6P2" "NOMO1"
## [6205] "PDXDC1" "NTAN1"
## [6207] "RRN3" "MPV17L"
## [6209] "C16orf45" "NDE1"
## [6211] "MYH11" "FOPNL"
## [6213] "ABCC1" "ABCC6"
## [6215] "NOMO3" "PKD1P1"
## [6217] "XYLT1" "NOMO2"
## [6219] "ABCC6P1" "RPS15A"
## [6221] "ARL6IP1" "SMG1"
## [6223] "TMC7" "COQ7"
## [6225] "ITPRIPL2" "SYT17"
## [6227] "CLEC19A" "TMC5"
## [6229] "GDE1" "CCP110"
## [6231] "IQCK" "GPRC5B"
## [6233] "ACSM5" "ACSM2A"
## [6235] "ACSM1" "THUMPD1"
## [6237] "ACSM3" "ERI2"
## [6239] "DCUN1D3" "LYRM1"
## [6241] "DNAH3" "TMEM159"
## [6243] "ANKS4B" "CRYM"
## [6245] "CRYM-AS1" "SNX29P1"
## [6247] "SLC7A5P2" "METTL9"
## [6249] "IGSF6" "OTOA"
## [6251] "RRN3P1" "UQCRC2"
## [6253] "PDZD9" "VWA3A"
## [6255] "EEF2K" "POLR3E"
## [6257] "CDR2" "RRN3P3"
## [6259] "SMG1P1" "HS3ST2"
## [6261] "USP31" "SCNN1G"
## [6263] "SCNN1B" "COG7"
## [6265] "GGA2" "EARS2"
## [6267] "UBFD1" "NDUFAB1"
## [6269] "PALB2" "DCTN5"
## [6271] "PLK1" "ERN2"
## [6273] "CHP2" "PRKCB"
## [6275] "RBBP6" "TNRC6A"
## [6277] "SLC5A11" "ARHGAP17"
## [6279] "LOC554206" "LCMT1"
## [6281] "AQP8" "ZKSCAN2"
## [6283] "KDM8" "NSMCE1"
## [6285] "FLJ21408" "IL4R"
## [6287] "IL21R" "IL21R-AS1"
## [6289] "GTF3C1" "KIAA0556"
## [6291] "GSG1L" "XPO6"
## [6293] "SBK1" "CLN3"
## [6295] "APOBR" "IL27"
## [6297] "NUPR1" "SULT1A2"
## [6299] "SULT1A1" "ATXN2L"
## [6301] "TUFM" "SH2B1"
## [6303] "ATP2A1" "RABEP2"
## [6305] "CD19" "NFATC2IP"
## [6307] "MIR4517" "SPNS1"
## [6309] "LAT" "RRN3P2"
## [6311] "SNX29P2" "SPN"
## [6313] "QPRT" "C16orf54"
## [6315] "ZG16" "KIF22"
## [6317] "MAZ" "PRRT2"
## [6319] "PAGR1" "MVP"
## [6321] "CDIPT" "SEZ6L2"
## [6323] "ASPHD1" "KCTD13"
## [6325] "TMEM219" "TAOK2"
## [6327] "HIRIP3" "INO80E"
## [6329] "DOC2A" "FAM57B"
## [6331] "ALDOA" "PPP4C"
## [6333] "TBX6" "YPEL3"
## [6335] "GDPD3" "MAPK3"
## [6337] "CORO1A" "CD2BP2"
## [6339] "TBC1D10B" "MYLPF"
## [6341] "SEPT1" "ZNF48"
## [6343] "ZNF771" "DCTPP1"
## [6345] "SEPHS2" "ITGAL"
## [6347] "ZNF768" "ZNF747"
## [6349] "ZNF764" "ZNF688"
## [6351] "ZNF785" "ZNF689"
## [6353] "PRR14" "FBRS"
## [6355] "LOC730183" "SRCAP"
## [6357] "PHKG2" "RNF40"
## [6359] "ZNF629" "MIR4519"
## [6361] "BCL7C" "MIR762"
## [6363] "CTF1" "FBXL19-AS1"
## [6365] "FBXL19" "ORAI3"
## [6367] "SETD1A" "HSD3B7"
## [6369] "STX1B" "STX4"
## [6371] "ZNF668" "ZNF646"
## [6373] "PRSS53" "VKORC1"
## [6375] "BCKDK" "KAT8"
## [6377] "PRSS8" "PRSS36"
## [6379] "FUS" "PYCARD"
## [6381] "TRIM72" "ITGAM"
## [6383] "ITGAX" "ITGAD"
## [6385] "ZNF843" "ARMC5"
## [6387] "TGFB1I1" "SLC5A2"
## [6389] "C16orf58" "AHSP"
## [6391] "CLUHP3" "ZNF720"
## [6393] "ZNF267" "HERC2P4"
## [6395] "TP53TG3D" "UBE2MP1"
## [6397] "ANKRD26P1" "SHCBP1"
## [6399] "VPS35" "ORC6"
## [6401] "MYLK3" "C16orf87"
## [6403] "GPT2" "DNAJA2"
## [6405] "NETO2" "ITFG1"
## [6407] "PHKB" "ABCC12"
## [6409] "ABCC11" "LONP2"
## [6411] "SIAH1" "N4BP1"
## [6413] "CBLN1" "ZNF423"
## [6415] "CNEP1R1" "HEATR3"
## [6417] "ADCY7" "BRD7"
## [6419] "NKD1" "SNX20"
## [6421] "NOD2" "CYLD"
## [6423] "SALL1" "TOX3"
## [6425] "CHD9" "LOC643802"
## [6427] "RBL2" "AKTIP"
## [6429] "RPGRIP1L" "FTO"
## [6431] "IRX3" "CRNDE"
## [6433] "IRX5" "IRX6"
## [6435] "MMP2" "LPCAT2"
## [6437] "CAPNS2" "SLC6A2"
## [6439] "CES1P2" "CES1P1"
## [6441] "CES1" "LOC283856"
## [6443] "GNAO1" "AMFR"
## [6445] "NUDT21" "OGFOD1"
## [6447] "BBS2" "MT3"
## [6449] "MT2A" "MT1L"
## [6451] "MT1E" "MT1M"
## [6453] "MT1JP" "MT1A"
## [6455] "MT1DP" "MT1F"
## [6457] "MT1G" "MT1H"
## [6459] "MT1X" "NUP93"
## [6461] "SLC12A3" "HERPUD1"
## [6463] "CETP" "NLRC5"
## [6465] "CPNE2" "FAM192A"
## [6467] "RSPRY1" "ARL2BP"
## [6469] "PLLP" "CCL22"
## [6471] "CX3CL1" "CCL17"
## [6473] "CIAPIN1" "COQ9"
## [6475] "POLR2C" "DOK4"
## [6477] "CCDC102A" "KATNB1"
## [6479] "KIFC3" "CNGB1"
## [6481] "TEPP" "ZNF319"
## [6483] "USB1" "MMP15"
## [6485] "CSNK2A2" "CCDC113"
## [6487] "PRSS54" "GINS3"
## [6489] "NDRG4" "SETD6"
## [6491] "CNOT1" "SNORA46"
## [6493] "SLC38A7" "GOT2"
## [6495] "CDH8" "CDH11"
## [6497] "CDH5" "BEAN1"
## [6499] "TK2" "CKLF"
## [6501] "CMTM1" "CMTM2"
## [6503] "CMTM3" "CMTM4"
## [6505] "DYNC1LI2" "NAE1"
## [6507] "CA7" "PDP2"
## [6509] "CDH16" "RRAD"
## [6511] "CES2" "CES3"
## [6513] "CES4A" "CBFB"
## [6515] "C16orf70" "B3GNT9"
## [6517] "TRADD" "FBXL8"
## [6519] "HSF4" "NOL3"
## [6521] "KIAA0895L" "EXOC3L1"
## [6523] "E2F4" "ELMO3"
## [6525] "LRRC29" "TMEM208"
## [6527] "FHOD1" "SLC9A5"
## [6529] "PLEKHG4" "KCTD19"
## [6531] "LRRC36" "TPPP3"
## [6533] "ZDHHC1" "HSD11B2"
## [6535] "ATP6V0D1" "AGRP"
## [6537] "CTCF" "ACD"
## [6539] "PARD6A" "ENKD1"
## [6541] "C16orf86" "GFOD2"
## [6543] "RANBP10" "TSNAXIP1"
## [6545] "CENPT" "THAP11"
## [6547] "NUTF2" "EDC4"
## [6549] "NRN1L" "PSKH1"
## [6551] "CTRL" "PSMB10"
## [6553] "LCAT" "SLC12A4"
## [6555] "DPEP3" "DPEP2"
## [6557] "DDX28" "NFATC3"
## [6559] "ESRP2" "PLA2G15"
## [6561] "SLC7A6" "SLC7A6OS"
## [6563] "PRMT7" "SMPD3"
## [6565] "ZFP90" "CDH3"
## [6567] "CDH1" "TANGO6"
## [6569] "HAS3" "CHTF8"
## [6571] "SNTB2" "VPS4A"
## [6573] "COG8" "PDF"
## [6575] "NIP7" "TMED6"
## [6577] "TERF2" "CYB5B"
## [6579] "MIR1538" "NFAT5"
## [6581] "NQO1" "NOB1"
## [6583] "WWP2" "CLEC18A"
## [6585] "PDPR" "CLEC18C"
## [6587] "EXOSC6" "AARS"
## [6589] "DDX19B" "LOC100506083"
## [6591] "DDX19A" "ST3GAL2"
## [6593] "FUK" "COG4"
## [6595] "SF3B3" "SNORD111"
## [6597] "IL34" "MTSS1L"
## [6599] "VAC14" "HYDIN"
## [6601] "CALB2" "ZNF23"
## [6603] "ZNF19" "CHST4"
## [6605] "TAT" "MARVELD3"
## [6607] "PHLPP2" "AP1G1"
## [6609] "SNORD71" "ATXN1L"
## [6611] "ZNF821" "IST1"
## [6613] "PKD1L3" "DHODH"
## [6615] "HP" "HPR"
## [6617] "TXNL4B" "DHX38"
## [6619] "PMFBP1" "ZFHX3"
## [6621] "PSMD7" "LOC283922"
## [6623] "CLEC18B" "GLG1"
## [6625] "RFWD3" "MLKL"
## [6627] "FA2H" "WDR59"
## [6629] "ZNRF1" "LDHD"
## [6631] "ZFP1" "CTRB2"
## [6633] "BCAR1" "CFDP1"
## [6635] "TMEM170A" "CHST6"
## [6637] "CHST5" "TMEM231"
## [6639] "GABARAPL2" "ADAT1"
## [6641] "KARS" "TERF2IP"
## [6643] "CNTNAP4" "MON1B"
## [6645] "SYCE1L" "ADAMTS18"
## [6647] "NUDT7" "VAT1L"
## [6649] "WWOX" "MAF"
## [6651] "DYNLRB2" "CDYL2"
## [6653] "CMC2" "CENPN"
## [6655] "ATMIN" "C16orf46"
## [6657] "GCSH" "PKD1L2"
## [6659] "GAN" "MIR4720"
## [6661] "CMIP" "LOC100129617"
## [6663] "PLCG2" "SDR42E1"
## [6665] "HSD17B2" "MPHOSPH6"
## [6667] "CDH13" "HSBP1"
## [6669] "MLYCD" "OSGIN1"
## [6671] "NECAB2" "SLC38A8"
## [6673] "MBTPS1" "HSDL1"
## [6675] "DNAAF1" "TAF1C"
## [6677] "ADAD2" "WFDC1"
## [6679] "ATP2C2" "COTL1"
## [6681] "KLHL36" "USP10"
## [6683] "CRISPLD2" "ZDHHC7"
## [6685] "KIAA0513" "FAM92B"
## [6687] "LINC00311" "GSE1"
## [6689] "GINS2" "C16orf74"
## [6691] "EMC8" "COX4I1"
## [6693] "IRF8" "FENDRR"
## [6695] "FOXF1" "MTHFSD"
## [6697] "FLJ30679" "FOXC2"
## [6699] "FOXL1" "C16orf95"
## [6701] "FBXO31" "MAP1LC3B"
## [6703] "ZCCHC14" "JPH3"
## [6705] "KLHDC4" "SLC7A5"
## [6707] "BANP" "ZNF469"
## [6709] "ZFPM1" "ZC3H18"
## [6711] "IL17C" "CYBA"
## [6713] "MVD" "SNAI3-AS1"
## [6715] "SNAI3" "RNF166"
## [6717] "CTU2" "PIEZO1"
## [6719] "CDT1" "APRT"
## [6721] "GALNS" "TRAPPC2L"
## [6723] "PABPN1L" "CBFA2T3"
## [6725] "ACSF3" "LINC00304"
## [6727] "CDH15" "SLC22A31"
## [6729] "ZNF778" "ANKRD11"
## [6731] "LOC100287036" "SPG7"
## [6733] "RPL13" "SNORD68"
## [6735] "CPNE7" "DPEP1"
## [6737] "CHMP1A" "CDK10"
## [6739] "SPATA2L" "VPS9D1"
## [6741] "ZNF276" "FANCA"
## [6743] "SPIRE2" "TCF25"
## [6745] "MC1R" "TUBB3"
## [6747] "DEF8" "CENPBD1"
## [6749] "AFG3L1P" "DBNDD1"
## [6751] "GAS8" "PRDM7"
## [6753] "DOC2B" "RPH3AL"
## [6755] "LOC100506388" "C17orf97"
## [6757] "VPS53" "FAM57A"
## [6759] "GEMIN4" "DBIL5P"
## [6761] "GLOD4" "NXN"
## [6763] "TIMM22" "ABR"
## [6765] "YWHAE" "CRK"
## [6767] "MYO1C" "INPP5K"
## [6769] "PITPNA-AS1" "PITPNA"
## [6771] "SLC43A2" "SCARF1"
## [6773] "RILP" "PRPF8"
## [6775] "TLCD2" "MIR22HG"
## [6777] "WDR81" "SERPINF2"
## [6779] "SERPINF1" "SMYD4"
## [6781] "RPA1" "RTN4RL1"
## [6783] "DPH1" "OVCA2"
## [6785] "MIR132" "HIC1"
## [6787] "SMG6" "SRR"
## [6789] "TSR1" "SNORD91B"
## [6791] "SNORD91A" "SGSM2"
## [6793] "MNT" "LOC284009"
## [6795] "METTL16" "PAFAH1B1"
## [6797] "CLUH" "RAP1GAP2"
## [6799] "ASPA" "TRPV3"
## [6801] "TRPV1" "SHPK"
## [6803] "CTNS" "TAX1BP3"
## [6805] "P2RX5-TAX1BP3" "EMC6"
## [6807] "P2RX5" "ITGAE"
## [6809] "CAMKK1" "P2RX1"
## [6811] "ATP2A3" "ZZEF1"
## [6813] "CYB5D2" "ANKFY1"
## [6815] "UBE2G1" "SPNS3"
## [6817] "SPNS2" "MYBBP1A"
## [6819] "GGT6" "SMTNL2"
## [6821] "ALOX15" "PELP1"
## [6823] "ARRB2" "MED11"
## [6825] "CXCL16" "ZMYND15"
## [6827] "TM4SF5" "VMO1"
## [6829] "GLTPD2" "PSMB6"
## [6831] "PLD2" "MINK1"
## [6833] "CHRNE" "C17orf107"
## [6835] "GP1BA" "SLC25A11"
## [6837] "RNF167" "PFN1"
## [6839] "ENO3" "SPAG7"
## [6841] "CAMTA2" "INCA1"
## [6843] "KIF1C" "SLC52A1"
## [6845] "ZFP3" "ZNF232"
## [6847] "USP6" "ZNF594"
## [6849] "LOC100130950" "SCIMP"
## [6851] "RABEP1" "NUP88"
## [6853] "RPAIN" "C1QBP"
## [6855] "DHX33" "DERL2"
## [6857] "MIS12" "LOC728392"
## [6859] "NLRP1" "LOC339166"
## [6861] "WSCD1" "AIPL1"
## [6863] "PITPNM3" "KIAA0753"
## [6865] "TXNDC17" "MED31"
## [6867] "C17orf100" "ALOX15P1"
## [6869] "SLC13A5" "XAF1"
## [6871] "FBXO39" "TEKT1"
## [6873] "ALOX12P2" "ALOX12"
## [6875] "RNASEK-C17orf49" "RNASEK"
## [6877] "MIR497HG" "BCL6B"
## [6879] "SLC16A13" "SLC16A11"
## [6881] "CLEC10A" "ASGR2"
## [6883] "ASGR1" "DLG4"
## [6885] "ACADVL" "MIR324"
## [6887] "DVL2" "PHF23"
## [6889] "GABARAP" "CTDNEP1"
## [6891] "ELP5" "CLDN7"
## [6893] "SLC2A4" "YBX2"
## [6895] "EIF5A" "GPS2"
## [6897] "NEURL4" "ACAP1"
## [6899] "KCTD11" "TMEM95"
## [6901] "TNK1" "PLSCR3"
## [6903] "TMEM256" "NLGN2"
## [6905] "SPEM1" "TMEM102"
## [6907] "FGF11" "CHRNB1"
## [6909] "ZBTB4" "SLC35G6"
## [6911] "POLR2A" "TNFSF12"
## [6913] "TNFSF13" "SENP3"
## [6915] "SENP3-EIF4A1" "SNORA48"
## [6917] "SNORD10" "SNORA67"
## [6919] "CD68" "MPDU1"
## [6921] "SOX15" "FXR2"
## [6923] "SHBG" "SAT2"
## [6925] "ATP1B2" "TP53"
## [6927] "WRAP53" "EFNB3"
## [6929] "DNAH2" "KDM6B"
## [6931] "TMEM88" "CYB5D1"
## [6933] "CHD3" "SCARNA21"
## [6935] "KCNAB3" "TRAPPC1"
## [6937] "CNTROB" "GUCY2D"
## [6939] "ALOX15B" "ALOX12B"
## [6941] "ALOXE3" "HES7"
## [6943] "PER1" "VAMP2"
## [6945] "TMEM107" "MIR4521"
## [6947] "AURKB" "LINC00324"
## [6949] "CTC1" "PFAS"
## [6951] "SLC25A35" "RANGRF"
## [6953] "ARHGEF15" "LOC100128288"
## [6955] "KRBA2" "RPL26"
## [6957] "RNF222" "NDEL1"
## [6959] "MYH10" "CCDC42"
## [6961] "MFSD6L" "PIK3R6"
## [6963] "PIK3R5" "NTN1"
## [6965] "STX8" "USP43"
## [6967] "DHRS7C" "GLP2R"
## [6969] "RCVRN" "GAS7"
## [6971] "MYH13" "MYH3"
## [6973] "SCO1" "ADPRM"
## [6975] "TMEM220" "TMEM220-AS1"
## [6977] "DNAH9" "ZNF18"
## [6979] "MAP2K4" "LINC00670"
## [6981] "MYOCD" "ARHGAP44"
## [6983] "ELAC2" "HS3ST3A1"
## [6985] "CDRT15P1" "COX10-AS1"
## [6987] "COX10" "CDRT15"
## [6989] "HS3ST3B1" "MGC12916"
## [6991] "CDRT7" "PMP22"
## [6993] "TEKT3" "CDRT4"
## [6995] "TVP23C" "CDRT1"
## [6997] "TRIM16" "ZNF286A"
## [6999] "TBC1D26" "MEIS3P1"
## [7001] "ADORA2B" "ZSWIM7"
## [7003] "TTC19" "NCOR1"
## [7005] "PIGL" "CENPV"
## [7007] "UBB" "TRPV2"
## [7009] "SNORD49A" "SNORD65"
## [7011] "ZNF287" "ZNF624"
## [7013] "CCDC144A" "USP32P1"
## [7015] "FAM106CP" "KRT16P2"
## [7017] "TNFRSF13B" "MPRIP"
## [7019] "PLD6" "FLCN"
## [7021] "COPS3" "NT5M"
## [7023] "MED9" "RASD1"
## [7025] "PEMT" "RAI1"
## [7027] "SMCR5" "SREBF1"
## [7029] "MIR33B" "TOM1L2"
## [7031] "ATPAF2" "GID4"
## [7033] "DRG2" "MYO15A"
## [7035] "ALKBH5" "LLGL1"
## [7037] "FLII" "TOP3A"
## [7039] "SMCR8" "SHMT1"
## [7041] "EVPLL" "KRT16P1"
## [7043] "LGALS9C" "USP32P2"
## [7045] "FAM106A" "CCDC144B"
## [7047] "ZNF286B" "FOXO3B"
## [7049] "TRIM16L" "FBXW10"
## [7051] "TVP23B" "PRPSAP2"
## [7053] "SLC5A10" "FAM83G"
## [7055] "GRAP" "EPN2"
## [7057] "EPN2-IT1" "EPN2-AS1"
## [7059] "B9D1" "MIR1180"
## [7061] "MAPK7" "MFAP4"
## [7063] "RNF112" "SLC47A1"
## [7065] "ALDH3A2" "SLC47A2"
## [7067] "ALDH3A1" "ULK2"
## [7069] "AKAP10" "SPECC1"
## [7071] "LGALS9B" "KRT16P3"
## [7073] "CCDC144NL" "USP22"
## [7075] "DHRS7B" "TMEM11"
## [7077] "MAP2K3" "KCNJ12"
## [7079] "C17orf51" "MTRNR2L1"
## [7081] "WSB1" "KSR1"
## [7083] "LGALS9" "NOS2"
## [7085] "LYRM9" "NLK"
## [7087] "PYY2" "KRT18P55"
## [7089] "TMEM97" "IFT20"
## [7091] "TNFAIP1" "POLDIP2"
## [7093] "TMEM199" "SEBOX"
## [7095] "VTN" "SARM1"
## [7097] "SLC46A1" "SLC13A2"
## [7099] "FOXN1" "UNC119"
## [7101] "PIGS" "ALDOC"
## [7103] "SPAG5" "SPAG5-AS1"
## [7105] "SGK494" "KIAA0100"
## [7107] "SDF2" "SUPT6H"
## [7109] "PROCA1" "RAB34"
## [7111] "RPL23A" "SNORD42B"
## [7113] "SNORD4A" "SNORD42A"
## [7115] "SNORD4B" "TLCD1"
## [7117] "NEK8" "TRAF4"
## [7119] "FAM222B" "ERAL1"
## [7121] "FLOT2" "DHRS13"
## [7123] "PHF12" "SEZ6"
## [7125] "PIPOX" "MYO18A"
## [7127] "TIAF1" "CRYBA1"
## [7129] "NUFIP2" "MIR4523"
## [7131] "TAOK1" "ABHD15"
## [7133] "TP53I13" "GIT1"
## [7135] "ANKRD13B" "CORO6"
## [7137] "SSH2" "EFCAB5"
## [7139] "NSRP1" "MIR423"
## [7141] "SLC6A4" "BLMH"
## [7143] "TMIGD1" "CPD"
## [7145] "GOSR1" "TBC1D29"
## [7147] "SH3GL1P2" "SUZ12P1"
## [7149] "CRLF3" "ATAD5"
## [7151] "TEFM" "ADAP2"
## [7153] "RNF135" "DPRXP4"
## [7155] "MIR4733" "NF1"
## [7157] "OMG" "EVI2B"
## [7159] "EVI2A" "RAB11FIP4"
## [7161] "MIR193A" "COPRS"
## [7163] "UTP6" "SUZ12"
## [7165] "LRRC37B" "SH3GL1P1"
## [7167] "RHOT1" "ARGFXP2"
## [7169] "RHBDL3" "C17orf75"
## [7171] "ZNF207" "PSMD11"
## [7173] "CDK5R1" "MYO1D"
## [7175] "TMEM98" "SPACA3"
## [7177] "ASIC2" "CCL2"
## [7179] "CCL7" "CCL11"
## [7181] "CCL8" "CCL13"
## [7183] "TMEM132E" "CCT6B"
## [7185] "ZNF830" "LIG3"
## [7187] "RFFL" "RAD51D"
## [7189] "FNDC8" "NLE1"
## [7191] "UNC45B" "SLC35G3"
## [7193] "SLFN5" "SLFN11"
## [7195] "SLFN12" "SLFN13"
## [7197] "SLFN12L" "SLFN14"
## [7199] "SNORD7" "PEX12"
## [7201] "AP2B1" "RASL10B"
## [7203] "GAS2L2" "C17orf50"
## [7205] "MMP28" "TAF15"
## [7207] "CCL5" "RDM1"
## [7209] "CCL23" "CCL18"
## [7211] "CCL3" "CCL4"
## [7213] "TBC1D3G" "ZNHIT3"
## [7215] "MYO19" "PIGW"
## [7217] "GGNBP2" "DHRS11"
## [7219] "MRM1" "LHX1"
## [7221] "AATF" "ACACA"
## [7223] "C17orf78" "TADA2A"
## [7225] "DUSP14" "SYNRG"
## [7227] "DDX52" "HNF1B"
## [7229] "LOC440434" "MRPL45"
## [7231] "GPR179" "SOCS7"
## [7233] "ARHGAP23" "SRCIN1"
## [7235] "MIR4734" "MLLT6"
## [7237] "CISD3" "PCGF2"
## [7239] "PSMB3" "PIP4K2B"
## [7241] "CWC25" "RPL23"
## [7243] "SNORA21" "LASP1"
## [7245] "LINC00672" "FBXO47"
## [7247] "LRRC37A11P" "PLXDC1"
## [7249] "CACNB1" "RPL19"
## [7251] "STAC2" "FBXL20"
## [7253] "MED1" "CDK12"
## [7255] "NEUROD2" "PPP1R1B"
## [7257] "STARD3" "TCAP"
## [7259] "PNMT" "PGAP3"
## [7261] "ERBB2" "MIR4728"
## [7263] "MIEN1" "GRB7"
## [7265] "IKZF3" "GSDMB"
## [7267] "ORMDL3" "LRRC3C"
## [7269] "GSDMA" "PSMD3"
## [7271] "CSF3" "MED24"
## [7273] "SNORD124" "THRA"
## [7275] "NR1D1" "MSL1"
## [7277] "CASC3" "RAPGEFL1"
## [7279] "WIPF2" "CDC6"
## [7281] "RARA" "GJD3"
## [7283] "TOP2A" "IGFBP4"
## [7285] "TNS4" "CCR7"
## [7287] "SMARCE1" "KRT222"
## [7289] "KRT24" "KRT27"
## [7291] "KRT10" "TMEM99"
## [7293] "KRT12" "KRT20"
## [7295] "KRT23" "KRT39"
## [7297] "KRT40" "KRTAP3-2"
## [7299] "KRTAP3-1" "KRTAP1-1"
## [7301] "KRTAP2-3" "KRTAP4-4"
## [7303] "KRTAP4-1" "KRT33B"
## [7305] "KRT34" "KRT31"
## [7307] "LOC100505782" "KRT32"
## [7309] "KRT13" "KRT15"
## [7311] "KRT19" "KRT9"
## [7313] "KRT14" "KRT16"
## [7315] "KRT17" "KRT42P"
## [7317] "EIF1" "GAST"
## [7319] "HAP1" "JUP"
## [7321] "FKBP10" "NT5C3B"
## [7323] "KLHL10" "KLHL11"
## [7325] "ACLY" "TTC25"
## [7327] "CNP" "DNAJC7"
## [7329] "NKIRAS2" "ZNF385C"
## [7331] "DHX58" "KAT2A"
## [7333] "HSPB9" "RAB5C"
## [7335] "KCNH4" "HCRT"
## [7337] "GHDC" "STAT5B"
## [7339] "STAT5A" "STAT3"
## [7341] "ATP6V0A1" "MIR5010"
## [7343] "NAGLU" "HSD17B1"
## [7345] "COASY" "MLX"
## [7347] "PSMC3IP" "TUBG1"
## [7349] "TUBG2" "PLEKHH3"
## [7351] "CCR10" "CNTNAP1"
## [7353] "EZH1" "RAMP2-AS1"
## [7355] "RAMP2" "VPS25"
## [7357] "WNK4" "COA3"
## [7359] "CNTD1" "BECN1"
## [7361] "PSME3" "AOC2"
## [7363] "AOC3" "LINC00671"
## [7365] "G6PC" "PTGES3L-AARSD1"
## [7367] "AARSD1" "PTGES3L"
## [7369] "RUNDC1" "RPL27"
## [7371] "IFI35" "VAT1"
## [7373] "RND2" "BRCA1"
## [7375] "NBR2" "NBR1"
## [7377] "TMEM106A" "ARL4D"
## [7379] "MIR2117" "DHX8"
## [7381] "ETV4" "MEOX1"
## [7383] "SOST" "DUSP3"
## [7385] "MPP3" "CD300LG"
## [7387] "MPP2" "PPY"
## [7389] "PYY" "NAGS"
## [7391] "TMEM101" "LSM12"
## [7393] "G6PC3" "HDAC5"
## [7395] "C17orf53" "ASB16"
## [7397] "ASB16-AS1" "TMUB2"
## [7399] "ATXN7L3" "UBTF"
## [7401] "SLC4A1" "RUNDC3A"
## [7403] "SLC25A39" "GRN"
## [7405] "FAM171A2" "ITGA2B"
## [7407] "GPATCH8" "FZD2"
## [7409] "CCDC43" "DBF4B"
## [7411] "ADAM11" "GJC1"
## [7413] "HIGD1B" "EFTUD2"
## [7415] "CCDC103" "GFAP"
## [7417] "KIF18B" "C1QL1"
## [7419] "DCAKD" "NMT1"
## [7421] "PLCD3" "ACBD4"
## [7423] "HEXIM1" "HEXIM2"
## [7425] "FMNL1" "MAP3K14-AS1"
## [7427] "SPATA32" "MAP3K14"
## [7429] "ARHGAP27" "PLEKHM1"
## [7431] "LRRC37A4P" "CRHR1"
## [7433] "MAPT" "KANSL1"
## [7435] "KANSL1-AS1" "LRRC37A"
## [7437] "ARL17A" "LRRC37A2"
## [7439] "NSF" "WNT3"
## [7441] "WNT9B" "GOSR2"
## [7443] "RPRML" "CDC27"
## [7445] "MYL4" "ITGB3"
## [7447] "EFCAB13" "MRPL45P2"
## [7449] "NPEPPS" "KPNB1"
## [7451] "TBKBP1" "TBX21"
## [7453] "OSBPL7" "MRPL10"
## [7455] "LRRC46" "SCRN2"
## [7457] "SP6" "SP2"
## [7459] "PNPO" "PRR15L"
## [7461] "CDK5RAP3" "COPZ2"
## [7463] "NFE2L1" "CBX1"
## [7465] "SNX11" "SKAP1"
## [7467] "HOXB2" "HOXB3"
## [7469] "HOXB4" "HOXB-AS3"
## [7471] "HOXB5" "HOXB6"
## [7473] "HOXB7" "HOXB8"
## [7475] "HOXB9" "MIR196A1"
## [7477] "HOXB13" "TTLL6"
## [7479] "CALCOCO2" "UBE2Z"
## [7481] "SNF8" "GIP"
## [7483] "IGF2BP1" "B4GALNT2"
## [7485] "GNGT2" "ABI3"
## [7487] "PHOSPHO1" "ZNF652"
## [7489] "PHB" "NGFR"
## [7491] "NXPH3" "SPOP"
## [7493] "SLC35B1" "FAM117A"
## [7495] "KAT7" "TAC4"
## [7497] "FLJ45513" "DLX4"
## [7499] "DLX3" "ITGA3"
## [7501] "PDK2" "SAMD14"
## [7503] "PPP1R9B" "SGCA"
## [7505] "HILS1" "COL1A1"
## [7507] "TMEM92" "XYLT2"
## [7509] "MRPL27" "EME1"
## [7511] "LRRC59" "ACSF2"
## [7513] "CHAD" "RSAD1"
## [7515] "MYCBPAP" "EPN3"
## [7517] "SPATA20" "CACNA1G-AS1"
## [7519] "CACNA1G" "ABCC3"
## [7521] "ANKRD40" "LUC7L3"
## [7523] "WFIKKN2" "TOB1"
## [7525] "TOB1-AS1" "SPAG9"
## [7527] "NME1" "NME2"
## [7529] "MBTD1" "UTP18"
## [7531] "TOM1L1" "COX11"
## [7533] "STXBP4" "HLF"
## [7535] "MMD" "TMEM100"
## [7537] "PCTP" "ANKFN1"
## [7539] "NOG" "C17orf67"
## [7541] "DGKE" "MTVR2"
## [7543] "TRIM25" "COIL"
## [7545] "SCPEP1" "AKAP1"
## [7547] "MSI2" "MRPS23"
## [7549] "CUEDC1" "VEZF1"
## [7551] "SRSF1" "DYNLL2"
## [7553] "MSX2P1" "EPX"
## [7555] "MKS1" "MPO"
## [7557] "MIR142" "SUPT4H1"
## [7559] "RNF43" "MTMR4"
## [7561] "SEPT4" "C17orf47"
## [7563] "TEX14" "RAD51C"
## [7565] "PPM1E" "TRIM37"
## [7567] "SKA2" "PRR11"
## [7569] "SMG8" "GDPD1"
## [7571] "YPEL2" "DHX40"
## [7573] "CLTC" "PTRH2"
## [7575] "VMP1" "MIR21"
## [7577] "TUBD1" "RPS6KB1"
## [7579] "RNFT1" "TBC1D3P1-DHX40P1"
## [7581] "MIR4737" "HEATR6"
## [7583] "LOC653653" "CA4"
## [7585] "USP32" "C17orf64"
## [7587] "APPBP2" "PPM1D"
## [7589] "BCAS3" "TBX2"
## [7591] "C17orf82" "TBX4"
## [7593] "NACA2" "BRIP1"
## [7595] "INTS2" "MED13"
## [7597] "EFCAB3" "METTL2A"
## [7599] "TLK2" "MRC2"
## [7601] "MARCH10" "TANC2"
## [7603] "CYB561" "ACE"
## [7605] "KCNH6" "DCAF7"
## [7607] "TACO1" "MAP3K3"
## [7609] "LIMD2" "LOC729683"
## [7611] "STRADA" "CCDC47"
## [7613] "DDX42" "FTSJ3"
## [7615] "PSMC5" "SMARCD2"
## [7617] "TCAM1P" "CSH2"
## [7619] "GH1" "CD79B"
## [7621] "SCN4A" "ICAM2"
## [7623] "ERN1" "SNORD104"
## [7625] "TEX2" "PECAM1"
## [7627] "MILR1" "POLG2"
## [7629] "DDX5" "MIR3064"
## [7631] "MIR5047" "CEP95"
## [7633] "SMURF2" "LRRC37A3"
## [7635] "AMZ2P1" "GNA13"
## [7637] "RGS9" "AXIN2"
## [7639] "CEP112" "APOH"
## [7641] "PRKCA" "CACNG4"
## [7643] "CACNG1" "HELZ"
## [7645] "PSMD12" "PITPNC1"
## [7647] "NOL11" "SNORA38B"
## [7649] "BPTF" "C17orf58"
## [7651] "KPNA2" "LINC00674"
## [7653] "AMZ2" "ARSG"
## [7655] "SLC16A6" "WIPI1"
## [7657] "MIR635" "PRKAR1A"
## [7659] "FAM20A" "ABCA8"
## [7661] "ABCA9" "ABCA6"
## [7663] "ABCA10" "ABCA5"
## [7665] "MAP2K6" "KCNJ16"
## [7667] "KCNJ2-AS1" "KCNJ2"
## [7669] "SOX9" "LINC00673"
## [7671] "LINC00511" "SLC39A11"
## [7673] "SSTR2" "COG1"
## [7675] "FAM104A" "C17orf80"
## [7677] "CPSF4L" "CDC42EP4"
## [7679] "SDK2" "RPL38"
## [7681] "MGC16275" "TTYH2"
## [7683] "DNAI2" "KIF19"
## [7685] "GPR142" "GPRC5C"
## [7687] "CD300A" "CD300LB"
## [7689] "CD300C" "CD300E"
## [7691] "RAB37" "CD300LF"
## [7693] "SLC9A3R1" "NAT9"
## [7695] "TMEM104" "GRIN2C"
## [7697] "FDXR" "FADS6"
## [7699] "USH1G" "HID1"
## [7701] "CDR2L" "KCTD2"
## [7703] "SLC16A5" "ARMC7"
## [7705] "NT5C" "SUMO2"
## [7707] "NUP85" "GGA3"
## [7709] "MRPS7" "MIF4GD"
## [7711] "LOC100287042" "SLC25A19"
## [7713] "GRB2" "CASKIN2"
## [7715] "TSEN54" "LLGL2"
## [7717] "MYO15B" "RECQL5"
## [7719] "SMIM5" "SMIM6"
## [7721] "SAP30BP" "ITGB4"
## [7723] "GALK1" "H3F3B"
## [7725] "UNK" "UNC13D"
## [7727] "WBP2" "TRIM47"
## [7729] "TRIM65" "MRPL38"
## [7731] "FBF1" "ACOX1"
## [7733] "TEN1-CDK3" "EVPL"
## [7735] "SRP68" "GALR2"
## [7737] "ZACN" "EXOC7"
## [7739] "FOXJ1" "RNF157-AS1"
## [7741] "RNF157" "UBALD2"
## [7743] "QRICH2" "PRPSAP1"
## [7745] "SPHK1" "UBE2O"
## [7747] "AANAT" "RHBDF2"
## [7749] "CYGB" "PRCD"
## [7751] "SNHG16" "SNORD1C"
## [7753] "SNORD1B" "SNORD1A"
## [7755] "ST6GALNAC2" "ST6GALNAC1"
## [7757] "MXRA7" "JMJD6"
## [7759] "METTL23" "SRSF2"
## [7761] "MIR636" "MFSD11"
## [7763] "MGAT5B" "SEC14L1"
## [7765] "SCARNA16" "SEPT9"
## [7767] "TNRC6C" "TMC6"
## [7769] "TMC8" "C17orf99"
## [7771] "SYNGR2" "TK1"
## [7773] "AFMID" "BIRC5"
## [7775] "SOCS3" "PGS1"
## [7777] "DNAH17" "CYTH1"
## [7779] "USP36" "TIMP2"
## [7781] "LGALS3BP" "CANT1"
## [7783] "C1QTNF1" "ENGASE"
## [7785] "RBFOX3" "ENPP7"
## [7787] "CBX2" "CBX8"
## [7789] "CBX4" "TBC1D16"
## [7791] "CCDC40" "GAA"
## [7793] "EIF4A3" "CARD14"
## [7795] "SGSH" "SLC26A11"
## [7797] "RNF213" "LOC100294362"
## [7799] "ENDOV" "MIR4730"
## [7801] "NPTX1" "RPTOR"
## [7803] "CHMP6" "BAIAP2"
## [7805] "AATK" "SLC38A10"
## [7807] "LINC00482" "TMEM105"
## [7809] "LOC100130370" "BAHCC1"
## [7811] "MIR4740" "MIR3186"
## [7813] "ACTG1" "FSCN2"
## [7815] "NPLOC4" "TSPAN10"
## [7817] "PDE6G" "OXLD1"
## [7819] "CCDC137" "ARL16"
## [7821] "HGS" "MRPL12"
## [7823] "SLC25A10" "GCGR"
## [7825] "PPP1R27" "P4HB"
## [7827] "ARHGDIA" "ALYREF"
## [7829] "ANAPC11" "NPB"
## [7831] "PCYT2" "SIRT7"
## [7833] "MAFG" "PYCR1"
## [7835] "MYADML2" "NOTUM"
## [7837] "ASPSCR1" "LRRC45"
## [7839] "RAC3" "DCXR"
## [7841] "RFNG" "GPS1"
## [7843] "DUS1L" "FASN"
## [7845] "CCDC57" "SLC16A3"
## [7847] "CSNK1D" "CD7"
## [7849] "SECTM1" "TEX19"
## [7851] "OGFOD3" "HEXDC"
## [7853] "NARF" "FOXK2"
## [7855] "WDR45B" "RAB40B"
## [7857] "FN3KRP" "FN3K"
## [7859] "TBCD" "ZNF750"
## [7861] "B3GNTL1" "METRNL"
## [7863] "ROCK1P1" "USP14"
## [7865] "THOC1" "COLEC12"
## [7867] "CLUL1" "TYMS"
## [7869] "ENOSF1" "YES1"
## [7871] "ADCYAP1" "LINC00470"
## [7873] "METTL4" "NDC80"
## [7875] "CBX3P2" "SMCHD1"
## [7877] "EMILIN2" "LPIN2"
## [7879] "LOC727896" "MYOM1"
## [7881] "MYL12A" "MYL12B"
## [7883] "TGIF1" "DLGAP1"
## [7885] "DLGAP1-AS1" "DLGAP1-AS5"
## [7887] "LINC00526" "LINC00667"
## [7889] "ZBTB14" "EPB41L3"
## [7891] "L3MBTL4" "ARHGAP28"
## [7893] "LINC00668" "LAMA1"
## [7895] "PTPRM" "LOC100192426"
## [7897] "RAB12" "NDUFV2"
## [7899] "ANKRD12" "TWSG1"
## [7901] "RALBP1" "PPP4R1"
## [7903] "RAB31" "TXNDC2"
## [7905] "VAPA" "APCDD1"
## [7907] "NAPG" "PIEZO2"
## [7909] "GNAL" "CHMP1B"
## [7911] "MPPE1" "IMPA2"
## [7913] "C18orf61" "CIDEA"
## [7915] "TUBB6" "AFG3L2"
## [7917] "SPIRE1" "PSMG2"
## [7919] "CEP76" "PTPN2"
## [7921] "SEH1L" "CEP192"
## [7923] "LDLRAD4" "FAM210A"
## [7925] "RNMT" "ZNF519"
## [7927] "ANKRD20A5P" "CYP4F35P"
## [7929] "ANKRD30B" "ROCK1"
## [7931] "GREB1L" "ESCO1"
## [7933] "SNRPD1" "ABHD3"
## [7935] "MIB1" "GATA6"
## [7937] "CTAGE1" "RBBP8"
## [7939] "CABLES1" "TMEM241"
## [7941] "RIOK3" "NPC1"
## [7943] "ANKRD29" "LAMA3"
## [7945] "TTC39C" "CABYR"
## [7947] "OSBPL1A" "IMPACT"
## [7949] "HRH4" "ZNF521"
## [7951] "SS18" "TAF4B"
## [7953] "KCTD1" "AQP4"
## [7955] "AQP4-AS1" "CHST9"
## [7957] "CDH2" "DSC3"
## [7959] "DSC2" "DSC1"
## [7961] "DSG1" "DSG4"
## [7963] "DSG3" "DSG2"
## [7965] "TTR" "B4GALT6"
## [7967] "SLC25A52" "TRAPPC8"
## [7969] "RNF125" "RNF138"
## [7971] "MEP1B" "WBP11P1"
## [7973] "KLHL14" "CCDC178"
## [7975] "ASXL3" "NOL4"
## [7977] "DTNA" "MAPRE2"
## [7979] "ZNF397" "ZSCAN30"
## [7981] "ZNF24" "ZNF396"
## [7983] "INO80C" "GALNT1"
## [7985] "C18orf21" "RPRD1A"
## [7987] "SLC39A6" "ELP2"
## [7989] "MOCOS" "FHOD3"
## [7991] "TPGS2" "KIAA1328"
## [7993] "CELF4" "KC6"
## [7995] "PIK3C3" "SYT4"
## [7997] "SETBP1" "SLC14A2"
## [7999] "SLC14A1" "SIGLEC15"
## [8001] "EPG5" "PSTPIP2"
## [8003] "HAUS1" "C18orf25"
## [8005] "RNF165" "LOXHD1"
## [8007] "ST8SIA5" "PIAS2"
## [8009] "KATNAL2" "HDHD2"
## [8011] "IER3IP1" "SMAD2"
## [8013] "ZBTB7C" "CTIF"
## [8015] "SMAD7" "DYM"
## [8017] "C18orf32" "RPL17"
## [8019] "SNORD58C" "SNORD58A"
## [8021] "LIPG" "ACAA2"
## [8023] "SCARNA17" "MYO5B"
## [8025] "MBD1" "CXXC1"
## [8027] "SKA1" "MAPK4"
## [8029] "MRO" "ME2"
## [8031] "ELAC1" "SMAD4"
## [8033] "MEX3C" "DCC"
## [8035] "MBD2" "SNORA37"
## [8037] "POLI" "C18orf54"
## [8039] "RAB27B" "CCDC68"
## [8041] "TCF4" "TXNL1"
## [8043] "WDR7" "LINC-ROR"
## [8045] "ONECUT2" "FECH"
## [8047] "NARS" "LOC100505549"
## [8049] "ATP8B1" "NEDD4L"
## [8051] "ALPK2" "MALT1"
## [8053] "ZNF532" "SEC11C"
## [8055] "GRP" "RAX"
## [8057] "LMAN1" "CCBE1"
## [8059] "PMAIP1" "MC4R"
## [8061] "CDH20" "RNF152"
## [8063] "PIGN" "TNFRSF11A"
## [8065] "ZCCHC2" "PHLPP1"
## [8067] "BCL2" "KDSR"
## [8069] "VPS4B" "SERPINB5"
## [8071] "SERPINB12" "SERPINB13"
## [8073] "SERPINB4" "SERPINB3"
## [8075] "SERPINB11" "SERPINB7"
## [8077] "SERPINB2" "SERPINB10"
## [8079] "HMSD" "SERPINB8"
## [8081] "CDH7" "CDH19"
## [8083] "DSEL" "TMX3"
## [8085] "CCDC102B" "DOK6"
## [8087] "CD226" "RTTN"
## [8089] "SOCS6" "CBLN2"
## [8091] "NETO1" "LOC400655"
## [8093] "FBXO15" "TIMM21"
## [8095] "CYB5A" "CNDP2"
## [8097] "CNDP1" "ZNF407"
## [8099] "ZADH2" "TSHZ1"
## [8101] "ZNF516" "ZNF236"
## [8103] "MBP" "SALL3"
## [8105] "ATP9B" "NFATC1"
## [8107] "CTDP1" "KCNG2"
## [8109] "PQLC1" "HSBP1L1"
## [8111] "TXNL4A" "RBFA"
## [8113] "ADNP2" "PARD6G-AS1"
## [8115] "PARD6G" "MIER2"
## [8117] "THEG" "C2CD4C"
## [8119] "SHC2" "ODF3L2"
## [8121] "MADCAM1" "TPGS1"
## [8123] "CDC34" "GZMM"
## [8125] "BSG" "HCN2"
## [8127] "POLRMT" "FGF22"
## [8129] "RNF126" "FSTL3"
## [8131] "PRSS57" "PALM"
## [8133] "PTBP1" "AZU1"
## [8135] "PRTN3" "ELANE"
## [8137] "CFD" "MED16"
## [8139] "R3HDM4" "KISS1R"
## [8141] "ARID3A" "WDR18"
## [8143] "GRIN3B" "TMEM259"
## [8145] "CNN2" "ABCA7"
## [8147] "POLR2E" "GPX4"
## [8149] "SBNO2" "STK11"
## [8151] "MIDN" "CIRBP-AS1"
## [8153] "CIRBP" "C19orf24"
## [8155] "EFNA2" "MUM1"
## [8157] "NDUFS7" "GAMT"
## [8159] "DAZAP1" "RPS15"
## [8161] "APC2" "C19orf25"
## [8163] "PCSK4" "REEP6"
## [8165] "ADAMTSL5" "PLK5"
## [8167] "MEX3D" "MBD3"
## [8169] "UQCR11" "TCF3"
## [8171] "ONECUT3" "ATP8B3"
## [8173] "REXO1" "LOC100288123"
## [8175] "KLF16" "ADAT3"
## [8177] "SCAMP4" "CSNK1G2"
## [8179] "CSNK1G2-AS1" "BTBD2"
## [8181] "MKNK2" "MOB3A"
## [8183] "IZUMO4" "AP3D1"
## [8185] "DOT1L" "PLEKHJ1"
## [8187] "SF3A2" "AMH"
## [8189] "JSRP1" "OAZ1"
## [8191] "LSM7" "SPPL2B"
## [8193] "TMPRSS9" "TIMM13"
## [8195] "LMNB2" "GADD45B"
## [8197] "GNG7" "DIRAS1"
## [8199] "SLC39A3" "SGTA"
## [8201] "THOP1" "ZNF554"
## [8203] "ZNF555" "ZNF556"
## [8205] "ZNF57" "ZNF77"
## [8207] "TLE6" "TLE2"
## [8209] "AES" "GNA11"
## [8211] "GNA15" "S1PR4"
## [8213] "NCLN" "CELF5"
## [8215] "NFIC" "DOHH"
## [8217] "FZR1" "MFSD12"
## [8219] "C19orf71" "HMG20B"
## [8221] "GIPC3" "TBXA2R"
## [8223] "CACTIN-AS1" "CACTIN"
## [8225] "PIP5K1C" "TJP3"
## [8227] "APBA3" "MRPL54"
## [8229] "MATK" "ZFR2"
## [8231] "ATCAY" "NMRK2"
## [8233] "DAPK3" "MIR637"
## [8235] "EEF2" "SNORD37"
## [8237] "PIAS4" "ZBTB7A"
## [8239] "MAP2K2" "CREB3L3"
## [8241] "SIRT6" "ANKRD24"
## [8243] "EBI3" "SHD"
## [8245] "TMIGD2" "FSD1"
## [8247] "STAP2" "MPND"
## [8249] "SH3GL1" "CHAF1A"
## [8251] "UBXN6" "MIR4746"
## [8253] "PLIN4" "PLIN5"
## [8255] "LRG1" "SEMA6B"
## [8257] "TNFAIP8L1" "DPP9"
## [8259] "MIR7-3HG" "FEM1A"
## [8261] "TICAM1" "PLIN3"
## [8263] "ARRDC5" "UHRF1"
## [8265] "KDM4B" "PTPRS"
## [8267] "TINCR" "SAFB2"
## [8269] "SAFB" "C19orf70"
## [8271] "HSD11B1L" "RPL36"
## [8273] "LONP1" "CATSPERD"
## [8275] "PRR22" "DUS3L"
## [8277] "NRTN" "FUT6"
## [8279] "FUT3" "FUT5"
## [8281] "NDUFA11" "VMAC"
## [8283] "CAPS" "RANBP3"
## [8285] "LOC100128568" "RFX2"
## [8287] "ACSBG2" "MLLT1"
## [8289] "CLPP" "ALKBH7"
## [8291] "PSPN" "GTF2F1"
## [8293] "KHSRP" "SLC25A41"
## [8295] "SLC25A23" "CRB3"
## [8297] "DENND1C" "TUBB4A"
## [8299] "TNFSF9" "CD70"
## [8301] "TNFSF14" "C3"
## [8303] "GPR108" "TRIP10"
## [8305] "SH2D3A" "VAV1"
## [8307] "ZNF557" "INSR"
## [8309] "ARHGEF18" "LOC100128573"
## [8311] "PEX11G" "ZNF358"
## [8313] "MCOLN1" "PNPLA6"
## [8315] "CAMSAP3" "XAB2"
## [8317] "PET100" "PCP2"
## [8319] "STXBP2" "RETN"
## [8321] "TRAPPC5" "FCER2"
## [8323] "CD209" "CLEC4M"
## [8325] "CLEC4GP1" "EVI5L"
## [8327] "LRRC8E" "MAP2K7"
## [8329] "TGFBR3L" "SNAPC2"
## [8331] "CTXN1" "TIMM44"
## [8333] "ELAVL1" "FBN3"
## [8335] "CERS4" "CD320"
## [8337] "NDUFA7" "RPS28"
## [8339] "KANK3" "ANGPTL4"
## [8341] "RAB11B-AS1" "RAB11B"
## [8343] "MARCH2" "HNRNPM"
## [8345] "PRAM1" "ZNF414"
## [8347] "MYO1F" "ADAMTS10"
## [8349] "ZNF558" "MUC16"
## [8351] "ZNF317" "OR7D2"
## [8353] "ZNF699" "ZNF559"
## [8355] "ZNF266" "ZNF560"
## [8357] "ZNF426" "ZNF121"
## [8359] "ZNF561" "ZNF562"
## [8361] "ZNF846" "FBXL12"
## [8363] "UBL5" "PIN1"
## [8365] "OLFM2" "COL5A3"
## [8367] "C3P1" "C19orf66"
## [8369] "ANGPTL6" "PPAN"
## [8371] "P2RY11" "EIF3G"
## [8373] "DNMT1" "S1PR2"
## [8375] "MRPL4" "ICAM1"
## [8377] "ICAM4" "ICAM5"
## [8379] "ZGLP1" "RAVER1"
## [8381] "ICAM3" "TYK2"
## [8383] "CDC37" "PDE4A"
## [8385] "KEAP1" "S1PR5"
## [8387] "ATG4D" "KRI1"
## [8389] "CDKN2D" "AP1M2"
## [8391] "SLC44A2" "ILF3"
## [8393] "QTRT1" "DNM2"
## [8395] "MIR199A1" "TMED1"
## [8397] "C19orf38" "CARM1"
## [8399] "YIPF2" "SMARCA4"
## [8401] "LDLR" "SPC24"
## [8403] "KANK2" "DOCK6"
## [8405] "TSPAN16" "RAB3D"
## [8407] "TMEM205" "CCDC159"
## [8409] "SWSAP1" "EPOR"
## [8411] "RGL3" "CCDC151"
## [8413] "PRKCSH" "ELAVL3"
## [8415] "ZNF653" "ECSIT"
## [8417] "CNN1" "ELOF1"
## [8419] "ACP5" "ZNF627"
## [8421] "ZNF833P" "ZNF823"
## [8423] "ZNF441" "ZNF491"
## [8425] "ZNF440" "ZNF439"
## [8427] "ZNF69" "ZNF700"
## [8429] "ZNF763" "ZNF433"
## [8431] "ZNF878" "ZNF844"
## [8433] "ZNF625-ZNF20" "ZNF625"
## [8435] "ZNF136" "ZNF44"
## [8437] "ZNF563" "ZNF442"
## [8439] "ZNF799" "ZNF443"
## [8441] "ZNF709" "ZNF564"
## [8443] "ZNF490" "ZNF791"
## [8445] "MAN2B1" "WDR83"
## [8447] "WDR83OS" "DHPS"
## [8449] "FBXW9" "TNPO2"
## [8451] "ASNA1" "BEST2"
## [8453] "HOOK2" "JUNB"
## [8455] "PRDX2" "RNASEH2A"
## [8457] "RTBDN" "MAST1"
## [8459] "DNASE2" "KLF1"
## [8461] "GCDH" "SYCE2"
## [8463] "FARSA" "CALR"
## [8465] "RAD23A" "GADD45GIP1"
## [8467] "DAND5" "NFIX"
## [8469] "LYL1" "TRMT1"
## [8471] "NACC1" "STX10"
## [8473] "IER2" "CACNA1A"
## [8475] "CCDC130" "MRI1"
## [8477] "C19orf53" "ZSWIM4"
## [8479] "LOC284454" "MIR24-2"
## [8481] "MIR27A" "MIR23A"
## [8483] "NANOS3" "C19orf57"
## [8485] "CC2D1A" "PODNL1"
## [8487] "DCAF15" "RFX1"
## [8489] "IL27RA" "PALM3"
## [8491] "SAMD1" "PRKACA"
## [8493] "ASF1B" "LOC100507373"
## [8495] "DDX39A" "PKN1"
## [8497] "PTGER1" "GIPC1"
## [8499] "DNAJB1" "TECR"
## [8501] "NDUFB7" "CLEC17A"
## [8503] "ZNF333" "CASP14"
## [8505] "SYDE1" "ILVBL"
## [8507] "NOTCH3" "EPHX3"
## [8509] "BRD4" "AKAP8"
## [8511] "AKAP8L" "WIZ"
## [8513] "RASAL3" "PGLYRP2"
## [8515] "CYP4F22" "CYP4F3"
## [8517] "CYP4F12" "OR10H1"
## [8519] "UCA1" "CYP4F2"
## [8521] "CYP4F11" "LINC00661"
## [8523] "TPM4" "RAB8A"
## [8525] "HSH2D" "FAM32A"
## [8527] "AP1M1" "KLF2"
## [8529] "EPS15L1" "CALR3"
## [8531] "C19orf44" "CHERP"
## [8533] "SLC35E1" "MED26"
## [8535] "SMIM7" "TMEM38A"
## [8537] "NWD1" "SIN3B"
## [8539] "F2RL3" "CPAMD8"
## [8541] "HAUS8" "MYO9B"
## [8543] "USE1" "OCEL1"
## [8545] "NR2F6" "USHBP1"
## [8547] "BABAM1" "ANKLE1"
## [8549] "ABHD8" "MRPL34"
## [8551] "DDA1" "ANO8"
## [8553] "GTPBP3" "PLVAP"
## [8555] "BST2" "MVB12A"
## [8557] "TMEM221" "SLC27A1"
## [8559] "PGLS" "FAM129C"
## [8561] "UNC13A" "MAP1S"
## [8563] "FCHO1" "B3GNT3"
## [8565] "INSL3" "JAK3"
## [8567] "RPL18A" "SNORA68"
## [8569] "SLC5A5" "CCDC124"
## [8571] "KCNN1" "ARRDC2"
## [8573] "IL12RB1" "MAST3"
## [8575] "PIK3R2" "IFI30"
## [8577] "MPV17L2" "RAB3A"
## [8579] "PDE4C" "LOC729966"
## [8581] "JUND" "LSM4"
## [8583] "PGPEP1" "GDF15"
## [8585] "MIR3189" "LRRC25"
## [8587] "SSBP4" "ISYNA1"
## [8589] "ELL" "FKBP8"
## [8591] "KXD1" "UBA52"
## [8593] "CRLF1" "TMEM59L"
## [8595] "KLHL26" "CRTC1"
## [8597] "COMP" "UPF1"
## [8599] "CERS1" "COPE"
## [8601] "DDX49" "HOMER3"
## [8603] "SUGP2" "ARMC6"
## [8605] "SLC25A42" "TMEM161A"
## [8607] "RFXANK" "NR2C2AP"
## [8609] "NCAN" "HAPLN4"
## [8611] "TM6SF2" "SUGP1"
## [8613] "MAU2" "GATAD2A"
## [8615] "TSSK6" "NDUFA13"
## [8617] "YJEFN3" "CILP2"
## [8619] "PBX4" "LPAR2"
## [8621] "GMIP" "ATP13A1"
## [8623] "ZNF101" "ZNF14"
## [8625] "LINC00663" "ZNF506"
## [8627] "ZNF253" "ZNF93"
## [8629] "ZNF682" "ZNF90"
## [8631] "ZNF486" "ZNF826P"
## [8633] "ZNF737" "ZNF626"
## [8635] "ZNF85" "ZNF430"
## [8637] "ZNF714" "ZNF431"
## [8639] "ZNF708" "ZNF738"
## [8641] "ZNF493" "ZNF429"
## [8643] "ZNF100" "ZNF43"
## [8645] "ZNF208" "ZNF257"
## [8647] "ZNF676" "ZNF492"
## [8649] "ZNF728" "ZNF91"
## [8651] "ZNF675" "ZNF681"
## [8653] "RPSAP58" "ZNF726"
## [8655] "ZNF254" "HAVCR1P1"
## [8657] "LINC00662" "UQCRFS1"
## [8659] "VSTM2B" "POP4"
## [8661] "PLEKHF1" "C19orf12"
## [8663] "CCNE1" "URI1"
## [8665] "ZNF536" "TSHZ3"
## [8667] "ZNF507" "LOC400684"
## [8669] "DPY19L3" "PDCD5"
## [8671] "ANKRD27" "RGS9BP"
## [8673] "NUDT19" "TDRD12"
## [8675] "SLC7A9" "CEP89"
## [8677] "RHPN2" "GPATCH1"
## [8679] "WDR88" "LRP3"
## [8681] "SLC7A10" "CEBPA"
## [8683] "CEBPG" "PEPD"
## [8685] "CHST8" "KCTD15"
## [8687] "LSM14A" "KIAA0355"
## [8689] "GPI" "PDCD2L"
## [8691] "UBA2" "WTIP"
## [8693] "SCGB1B2P" "SCGB2B2"
## [8695] "ZNF302" "ZNF181"
## [8697] "ZNF599" "ZNF30"
## [8699] "ZNF792" "GRAMD1A"
## [8701] "SCN1B" "HPN"
## [8703] "FXYD3" "LGI4"
## [8705] "FXYD1" "FXYD7"
## [8707] "FXYD5" "LSR"
## [8709] "USF2" "HAMP"
## [8711] "MAG" "CD22"
## [8713] "FFAR1" "FFAR2"
## [8715] "KRTDAP" "DMKN"
## [8717] "SBSN" "GAPDHS"
## [8719] "TMEM147" "ATP4A"
## [8721] "HAUS5" "RBM42"
## [8723] "ETV2" "COX6B1"
## [8725] "UPK1A" "UPK1A-AS1"
## [8727] "ZBTB32" "IGFLR1"
## [8729] "U2AF1L4" "PSENEN"
## [8731] "LIN37" "HSPB6"
## [8733] "ARHGAP33" "PRODH2"
## [8735] "NPHS1" "KIRREL2"
## [8737] "APLP1" "NFKBID"
## [8739] "HCST" "TYROBP"
## [8741] "LRFN3" "SDHAF1"
## [8743] "SYNE4" "ALKBH6"
## [8745] "CLIP3" "THAP8"
## [8747] "WDR62" "OVOL3"
## [8749] "POLR2I" "TBCB"
## [8751] "CAPNS1" "COX7A1"
## [8753] "ZNF565" "ZNF146"
## [8755] "LOC100134317" "LINC00665"
## [8757] "ZFP14" "ZFP82"
## [8759] "LOC644189" "ZNF566"
## [8761] "LOC728752" "ZNF260"
## [8763] "ZNF529" "ZNF382"
## [8765] "ZNF461" "ZNF567"
## [8767] "ZNF850" "ZNF790-AS1"
## [8769] "ZNF790" "ZNF345"
## [8771] "ZNF829" "ZNF568"
## [8773] "ZNF420" "ZNF585A"
## [8775] "ZNF585B" "ZNF383"
## [8777] "LOC284412" "HKR1"
## [8779] "ZNF527" "ZNF569"
## [8781] "ZNF570" "ZNF793"
## [8783] "ZNF540" "ZNF571"
## [8785] "ZFP30" "ZNF781"
## [8787] "ZNF607" "ZNF573"
## [8789] "LOC644554" "WDR87"
## [8791] "SIPA1L3" "DPF1"
## [8793] "PPP1R14A" "SPINT2"
## [8795] "YIF1B" "C19orf33"
## [8797] "KCNK6" "CATSPERG"
## [8799] "PSMD8" "GGN"
## [8801] "SPRED3" "FAM98C"
## [8803] "RASGRP4" "RYR1"
## [8805] "MAP4K1" "EIF3K"
## [8807] "ACTN4" "CAPN12"
## [8809] "LGALS7" "LGALS7B"
## [8811] "LGALS4" "ECH1"
## [8813] "HNRNPL" "RINL"
## [8815] "SIRT2" "NFKBIB"
## [8817] "SARS2" "MRPS12"
## [8819] "FBXO17" "FBXO27"
## [8821] "PAK4" "NCCRP1"
## [8823] "IFNL3" "IFNL4"
## [8825] "IFNL2" "IFNL1"
## [8827] "LRFN1" "GMFG"
## [8829] "SAMD4B" "PAF1"
## [8831] "MED29" "ZFP36"
## [8833] "MIR4530" "PLEKHG2"
## [8835] "RPS16" "SUPT5H"
## [8837] "TIMM50" "DLL3"
## [8839] "EID2B" "EID2"
## [8841] "LGALS17A" "CLC"
## [8843] "DYRK1B" "FBL"
## [8845] "FCGBP" "PSMC4"
## [8847] "ZNF546" "ZNF780B"
## [8849] "ZNF780A" "MAP3K10"
## [8851] "TTC9B" "CNTD2"
## [8853] "AKT2" "MIR641"
## [8855] "C19orf47" "PLD3"
## [8857] "HIPK4" "PRX"
## [8859] "SERTAD1" "SERTAD3"
## [8861] "BLVRB" "SPTBN4"
## [8863] "SHKBP1" "LTBP4"
## [8865] "NUMBL" "ITPKC"
## [8867] "C19orf54" "SNRPA"
## [8869] "MIA" "EGLN2"
## [8871] "CYP2A6" "CYP2A7"
## [8873] "CYP2G1P" "CYP2B6"
## [8875] "CYP2A13" "CYP2F1"
## [8877] "CYP2S1" "AXL"
## [8879] "HNRNPUL1" "CCDC97"
## [8881] "TGFB1" "B9D2"
## [8883] "TMEM91" "EXOSC5"
## [8885] "BCKDHA" "B3GNT8"
## [8887] "CEACAM21" "CEACAM4"
## [8889] "CEACAM7" "CEACAM5"
## [8891] "CEACAM6" "CEACAM3"
## [8893] "RPS19" "CD79A"
## [8895] "ARHGEF1" "RABAC1"
## [8897] "ATP1A3" "GRIK5"
## [8899] "ZNF574" "POU2F2"
## [8901] "LOC100505622" "DEDD2"
## [8903] "ZNF526" "GSK3A"
## [8905] "ERF" "CIC"
## [8907] "PAFAH1B3" "PRR19"
## [8909] "TMEM145" "MEGF8"
## [8911] "CNFN" "LIPE"
## [8913] "CXCL17" "CEACAM1"
## [8915] "CEACAM8" "PSG3"
## [8917] "PSG8" "PSG1"
## [8919] "PSG6" "PSG7"
## [8921] "PSG2" "PSG5"
## [8923] "PSG4" "LOC284344"
## [8925] "PSG9" "CD177"
## [8927] "LYPD3" "PHLDB3"
## [8929] "ETHE1" "ZNF575"
## [8931] "XRCC1" "PINLYP"
## [8933] "IRGQ" "ZNF576"
## [8935] "ZNF428" "SRRM5"
## [8937] "CADM4" "PLAUR"
## [8939] "IRGC" "SMG9"
## [8941] "KCNN4" "LYPD5"
## [8943] "ZNF283" "ZNF404"
## [8945] "LOC100505715" "ZNF45"
## [8947] "ZNF221" "ZNF155"
## [8949] "ZNF230" "ZNF222"
## [8951] "ZNF223" "ZNF284"
## [8953] "ZNF224" "LOC100379224"
## [8955] "ZNF225" "ZNF234"
## [8957] "ZNF226" "ZNF227"
## [8959] "ZNF233" "ZNF235"
## [8961] "ZNF285" "ZNF229"
## [8963] "ZNF180" "CEACAM20"
## [8965] "CEACAM22P" "IGSF23"
## [8967] "PVR" "CEACAM19"
## [8969] "CEACAM16" "BCL3"
## [8971] "CBLC" "BCAM"
## [8973] "TOMM40" "APOE"
## [8975] "APOC1" "APOC1P1"
## [8977] "CLPTM1" "RELB"
## [8979] "CLASRP" "ZNF296"
## [8981] "GEMIN7" "PPP1R37"
## [8983] "NKPD1" "TRAPPC6A"
## [8985] "BLOC1S3" "EXOC3L2"
## [8987] "MARK4" "CKM"
## [8989] "KLC3" "ERCC2"
## [8991] "PPP1R13L" "CD3EAP"
## [8993] "ERCC1" "FOSB"
## [8995] "RTN2" "PPM1N"
## [8997] "VASP" "OPA3"
## [8999] "GPR4" "EML2"
## [9001] "MIR330" "GIPR"
## [9003] "MIR642A" "SNRPD2"
## [9005] "QPCTL" "FBXO46"
## [9007] "SIX5" "DMPK"
## [9009] "DMWD" "RSPH6A"
## [9011] "SYMPK" "FOXA3"
## [9013] "IRF2BP1" "MYPOP"
## [9015] "NOVA2" "CCDC61"
## [9017] "PGLYRP1" "IGFL4"
## [9019] "IGFL3" "IGFL2"
## [9021] "IGFL1" "HIF3A"
## [9023] "PPP5C" "CCDC8"
## [9025] "PPP5D1" "CALM3"
## [9027] "PTGIR" "GNG8"
## [9029] "DACT3" "DACT3-AS1"
## [9031] "PRKD2" "MIR320E"
## [9033] "STRN4" "FKRP"
## [9035] "SLC1A5" "SNAR-E"
## [9037] "AP2S1" "ARHGAP35"
## [9039] "NPAS1" "TMEM160"
## [9041] "ZC3H4" "SAE1"
## [9043] "BBC3" "MIR3191"
## [9045] "CCDC9" "C5AR1"
## [9047] "C5AR2" "DHX34"
## [9049] "MEIS3" "SLC8A2"
## [9051] "KPTN" "NAPA-AS1"
## [9053] "NAPA" "ZNF541"
## [9055] "EHD2" "SNORD23"
## [9057] "CRX" "CABP5"
## [9059] "PLA2G4C" "LIG1"
## [9061] "CARD8" "ZNF114"
## [9063] "CCDC114" "EMP3"
## [9065] "TMEM143" "SYNGR4"
## [9067] "KDELR1" "GRIN2D"
## [9069] "GRWD1" "KCNJ14"
## [9071] "CYTH2" "LMTK3"
## [9073] "SULT2B1" "FAM83E"
## [9075] "SPACA4" "RPL18"
## [9077] "SPHK2" "DBP"
## [9079] "CA11" "SEC1P"
## [9081] "NTN5" "FUT2"
## [9083] "MAMSTR" "RASIP1"
## [9085] "IZUMO1" "FUT1"
## [9087] "FGF21" "BCAT2"
## [9089] "HSD17B14" "PLEKHA4"
## [9091] "PPP1R15A" "TULP2"
## [9093] "NUCB1" "DHDH"
## [9095] "BAX" "FTL"
## [9097] "GYS1" "RUVBL2"
## [9099] "LHB" "LOC101059948"
## [9101] "CGB2" "CGB1"
## [9103] "SNAR-G1" "CGB5"
## [9105] "CGB8" "CGB7"
## [9107] "NTF4" "KCNA7"
## [9109] "SNRNP70" "LIN7B"
## [9111] "C19orf73" "PPFIA3"
## [9113] "HRC" "TRPM4"
## [9115] "SLC6A16" "MIR4324"
## [9117] "CD37" "TEAD2"
## [9119] "DKKL1" "CCDC155"
## [9121] "SLC17A7" "PIH1D1"
## [9123] "ALDH16A1" "FLT3LG"
## [9125] "RPL13A" "SNORD32A"
## [9127] "SNORD33" "SNORD34"
## [9129] "SNORD35A" "RPS11"
## [9131] "SNORD35B" "FCGRT"
## [9133] "RCN3" "NOSIP"
## [9135] "PRRG2" "PRR12"
## [9137] "RRAS" "SCAF1"
## [9139] "IRF3" "BCL2L12"
## [9141] "PRMT1" "ADM5"
## [9143] "CPT1C" "AP2A1"
## [9145] "FUZ" "MED25"
## [9147] "PTOV1-AS1" "PTOV1"
## [9149] "PNKP" "AKT1S1"
## [9151] "TBC1D17" "IL4I1"
## [9153] "NUP62" "ATF5"
## [9155] "SIGLEC11" "SIGLEC16"
## [9157] "VRK3" "ZNF473"
## [9159] "MYH14" "KCNC3"
## [9161] "NAPSB" "NAPSA"
## [9163] "NR1H2" "POLD1"
## [9165] "SPIB" "MYBPC2"
## [9167] "FAM71E1" "EMC10"
## [9169] "JOSD2" "ASPDH"
## [9171] "LRRC4B" "SYT3"
## [9173] "C19orf81" "SHANK1"
## [9175] "CLEC11A" "C19orf48"
## [9177] "SNORD88B" "SNORD88A"
## [9179] "SNORD88C" "KLK1"
## [9181] "KLK2" "KLKP1"
## [9183] "KLK5" "KLK6"
## [9185] "KLK7" "KLK8"
## [9187] "KLK9" "KLK10"
## [9189] "KLK11" "KLK12"
## [9191] "KLK13" "KLK14"
## [9193] "CTU1" "SIGLEC9"
## [9195] "SIGLEC7" "SIGLEC17P"
## [9197] "CD33" "IGLON5"
## [9199] "VSIG10L" "ETFB"
## [9201] "CLDND2" "NKG7"
## [9203] "LIM2" "SIGLEC10"
## [9205] "LOC100129083" "SIGLEC8"
## [9207] "SIGLEC12" "SIGLEC6"
## [9209] "ZNF175" "SIGLEC5"
## [9211] "SIGLEC14" "HAS1"
## [9213] "FPR1" "FPR2"
## [9215] "FPR3" "ZNF577"
## [9217] "ZNF649" "ZNF613"
## [9219] "ZNF350" "ZNF615"
## [9221] "ZNF614" "ZNF432"
## [9223] "ZNF841" "ZNF616"
## [9225] "ZNF836" "PPP2R1A"
## [9227] "ZNF766" "ZNF480"
## [9229] "ZNF610" "ZNF880"
## [9231] "ZNF528" "ZNF534"
## [9233] "ZNF578" "ZNF808"
## [9235] "ZNF701" "ZNF137P"
## [9237] "ZNF83" "ZNF611"
## [9239] "ZNF600" "ZNF28"
## [9241] "ZNF468" "ZNF320"
## [9243] "ZNF321P" "ZNF816"
## [9245] "ZNF702P" "ERVV-1"
## [9247] "ZNF160" "ZNF415"
## [9249] "ZNF347" "ZNF665"
## [9251] "ZNF818P" "ZNF677"
## [9253] "ZNF845" "ZNF525"
## [9255] "ZNF765" "ZNF761"
## [9257] "TPM3P9" "ZNF813"
## [9259] "ZNF331" "NLRP12"
## [9261] "MYADM" "PRKCG"
## [9263] "CACNG7" "CACNG8"
## [9265] "CACNG6" "VSTM1"
## [9267] "OSCAR" "NDUFA3"
## [9269] "TFPT" "PRPF31"
## [9271] "CNOT3" "LENG1"
## [9273] "TMC4" "MBOAT7"
## [9275] "TSEN34" "RPS9"
## [9277] "LILRB3" "LILRA6"
## [9279] "LILRB5" "LILRB2"
## [9281] "LILRA3" "LILRA5"
## [9283] "LILRA4" "LAIR1"
## [9285] "TTYH1" "LENG8"
## [9287] "LENG9" "CDC42EP5"
## [9289] "LAIR2" "LILRA2"
## [9291] "LILRA1" "LILRB1"
## [9293] "LILRB4" "KIR2DL3"
## [9295] "KIR2DL1" "KIR3DL1"
## [9297] "KIR3DL2" "FCAR"
## [9299] "NCR1" "NLRP7"
## [9301] "NLRP2" "GP6"
## [9303] "RDH13" "EPS8L1"
## [9305] "PPP1R12C" "TNNT1"
## [9307] "TNNI3" "DNAAF3"
## [9309] "SYT5" "PTPRH"
## [9311] "TMEM86B" "PPP6R1"
## [9313] "HSPBP1" "BRSK1"
## [9315] "TMEM150B" "COX6B2"
## [9317] "FAM71E2" "IL11"
## [9319] "TMEM190" "TMEM238"
## [9321] "RPL28" "UBE2S"
## [9323] "SHISA7" "ISOC2"
## [9325] "ZNF628" "NAT14"
## [9327] "SSC5D" "SBK2"
## [9329] "ZNF579" "FIZ1"
## [9331] "ZNF524" "ZNF865"
## [9333] "ZNF784" "ZNF580"
## [9335] "ZNF581" "CCDC106"
## [9337] "U2AF2" "EPN1"
## [9339] "NLRP9" "RFPL4A"
## [9341] "NLRP11" "NLRP4"
## [9343] "ZNF787" "ZNF444"
## [9345] "ZSCAN5B" "ZSCAN5A"
## [9347] "ZNF582" "ZNF582-AS1"
## [9349] "ZNF583" "ZNF667"
## [9351] "ZNF471" "ZFP28"
## [9353] "ZNF470" "ZNF71"
## [9355] "SMIM17" "ZNF835"
## [9357] "PEG3" "DUXA"
## [9359] "ZNF264" "AURKC"
## [9361] "ZNF805" "ZNF460"
## [9363] "ZNF543" "ZNF304"
## [9365] "ZNF547" "ZNF548"
## [9367] "ZNF17" "ZNF749"
## [9369] "VN1R1" "ZNF772"
## [9371] "ZNF419" "ZNF773"
## [9373] "ZNF549" "ZNF550"
## [9375] "ZNF416" "ZIK1"
## [9377] "ZNF530" "ZNF134"
## [9379] "ZNF211" "ZSCAN4"
## [9381] "ZNF551" "ZNF154"
## [9383] "ZNF671" "ZNF776"
## [9385] "ZNF586" "ZNF552"
## [9387] "FKBP1AP1" "ZNF587B"
## [9389] "ZNF587" "ZNF814"
## [9391] "ZNF417" "ZNF418"
## [9393] "ZNF256" "C19orf18"
## [9395] "ZNF606" "LOC100128398"
## [9397] "ZSCAN1" "ZNF135"
## [9399] "ZSCAN18" "ZNF329"
## [9401] "ZNF274" "ZNF544"
## [9403] "ZNF8" "ZSCAN22"
## [9405] "A1BG" "A1BG-AS1"
## [9407] "ZNF497" "ZNF837"
## [9409] "MIR4754" "RPS5"
## [9411] "ZNF584" "ZNF132"
## [9413] "ZNF324B" "ZNF324"
## [9415] "ZNF446" "SLC27A5"
## [9417] "ZBTB45" "TRIM28"
## [9419] "CHMP2A" "UBE2M"
## [9421] "MZF1" "FAM110C"
## [9423] "SH3YL1" "ACP1"
## [9425] "TMEM18" "SNTG2"
## [9427] "TPO" "PXDN"
## [9429] "MYT1L" "TRAPPC12"
## [9431] "ADI1" "RNASEH1"
## [9433] "RPS7" "COLEC11"
## [9435] "ALLC" "SOX11"
## [9437] "LINC00487" "CMPK2"
## [9439] "RSAD2" "RNF144A-AS1"
## [9441] "RNF144A" "LINC00299"
## [9443] "ID2" "KIDINS220"
## [9445] "MBOAT2" "ASAP2"
## [9447] "ITGB1BP1" "CPSF3"
## [9449] "IAH1" "ADAM17"
## [9451] "YWHAQ" "TAF1B"
## [9453] "GRHL1" "KLF11"
## [9455] "CYS1" "RRM2"
## [9457] "C2orf48" "HPCAL1"
## [9459] "ODC1" "SNORA80B"
## [9461] "NOL10" "ATP6V1C2"
## [9463] "PDIA6" "KCNF1"
## [9465] "C2orf50" "PQLC3"
## [9467] "ROCK2" "E2F6"
## [9469] "GREB1" "LPIN1"
## [9471] "TRIB2" "LOC100506474"
## [9473] "FAM84A" "NBAS"
## [9475] "DDX1" "MYCNOS"
## [9477] "MYCN" "FAM49A"
## [9479] "RAD51AP2" "VSNL1"
## [9481] "SMC6" "GEN1"
## [9483] "MSGN1" "KCNS3"
## [9485] "RDH14" "OSR1"
## [9487] "TTC32" "WDR35"
## [9489] "MATN3" "LAPTM4A"
## [9491] "SDC1" "PUM2"
## [9493] "RHOB" "HS1BP3"
## [9495] "GDF7" "APOB"
## [9497] "KLHL29" "ATAD2B"
## [9499] "UBXN2A" "MFSD2B"
## [9501] "FKBP1B" "TP53I3"
## [9503] "PFN4" "FAM228B"
## [9505] "FAM228A" "ITSN2"
## [9507] "NCOA1" "PTRHD1"
## [9509] "CENPO" "ADCY3"
## [9511] "DNAJC27" "DNAJC27-AS1"
## [9513] "EFR3B" "POMC"
## [9515] "DNMT3A" "DTNB"
## [9517] "ASXL2" "KIF3C"
## [9519] "RAB10" "HADHA"
## [9521] "HADHB" "OTOF"
## [9523] "C2orf70" "CIB4"
## [9525] "KCNK3" "SLC35F6"
## [9527] "CENPA" "DPYSL5"
## [9529] "MAPRE3" "TMEM214"
## [9531] "AGBL5" "OST4"
## [9533] "EMILIN1" "KHK"
## [9535] "CGREF1" "ABHD1"
## [9537] "PREB" "SLC5A6"
## [9539] "ATRAID" "CAD"
## [9541] "SLC30A3" "DNAJC5G"
## [9543] "TRIM54" "UCN"
## [9545] "MPV17" "GTF3C2"
## [9547] "EIF2B4" "SNX17"
## [9549] "ZNF513" "PPM1G"
## [9551] "FTH1P3" "NRBP1"
## [9553] "KRTCAP3" "IFT172"
## [9555] "FNDC4" "GCKR"
## [9557] "C2orf16" "ZNF512"
## [9559] "CCDC121" "GPN1"
## [9561] "SUPT7L" "SLC4A1AP"
## [9563] "MRPL33" "RBKS"
## [9565] "BRE-AS1" "MIR4263"
## [9567] "LOC100505716" "FOSL2"
## [9569] "PLB1" "PPP1CB"
## [9571] "SPDYA" "TRMT61B"
## [9573] "WDR43" "SNORD92"
## [9575] "SNORD53" "CLIP4"
## [9577] "ALK" "YPEL5"
## [9579] "LBH" "LCLAT1"
## [9581] "CAPN13" "GALNT14"
## [9583] "CAPN14" "EHD3"
## [9585] "XDH" "SRD5A2"
## [9587] "MEMO1" "DPY30"
## [9589] "SPAST" "SLC30A6"
## [9591] "NLRC4" "YIPF4"
## [9593] "BIRC6" "TTC27"
## [9595] "LTBP1" "RASGRP3"
## [9597] "FAM98A" "LOC100288911"
## [9599] "CRIM1" "FEZ2"
## [9601] "VIT" "STRN"
## [9603] "HEATR5B" "GPATCH11"
## [9605] "EIF2AK2" "CEBPZ"
## [9607] "NDUFAF7" "PRKD3"
## [9609] "QPCT" "CDC42EP3"
## [9611] "RMDN2" "CYP1B1"
## [9613] "CYP1B1-AS1" "ATL2"
## [9615] "GALM" "SRSF7"
## [9617] "GEMIN6" "DHX57"
## [9619] "MORN2" "ARHGEF33"
## [9621] "LOC375196" "SOS1"
## [9623] "CDKL4" "MAP4K3"
## [9625] "LOC728730" "TMEM178A"
## [9627] "THUMPD2" "SLC8A1-AS1"
## [9629] "SLC8A1" "C2orf91"
## [9631] "PKDCC" "EML4"
## [9633] "COX7A2L" "KCNG3"
## [9635] "MTA3" "OXER1"
## [9637] "HAAO" "ZFP36L2"
## [9639] "THADA" "PLEKHH2"
## [9641] "DYNC2LI1" "ABCG5"
## [9643] "ABCG8" "LRPPRC"
## [9645] "PPM1B" "SLC3A1"
## [9647] "PREPL" "CAMKMT"
## [9649] "SIX3" "SIX2"
## [9651] "SRBD1" "PRKCE"
## [9653] "EPAS1" "ATP6V1E2"
## [9655] "RHOQ" "PIGF"
## [9657] "CRIPT" "SOCS5"
## [9659] "MCFD2" "TTC7A"
## [9661] "CALM2" "EPCAM"
## [9663] "MSH2" "KCNK12"
## [9665] "MSH6" "FBXO11"
## [9667] "FOXN2" "PPP1R21"
## [9669] "STON1-GTF2A1L" "STON1"
## [9671] "NRXN1" "ASB3"
## [9673] "CHAC2" "ERLEC1"
## [9675] "MIR3682" "GPR75"
## [9677] "PSME4" "ACYP2"
## [9679] "C2orf73" "SPTBN1"
## [9681] "RPL23AP32" "EML6"
## [9683] "RTN4" "CLHC1"
## [9685] "RPS27A" "MTIF2"
## [9687] "PRORSD1P" "CCDC88A"
## [9689] "PNPT1" "EFEMP1"
## [9691] "CCDC85A" "VRK2"
## [9693] "FANCL" "BCL11A"
## [9695] "PAPOLG" "REL"
## [9697] "PUS10" "PEX13"
## [9699] "KIAA1841" "LOC339803"
## [9701] "C2orf74" "USP34"
## [9703] "XPO1" "FAM161A"
## [9705] "CCT4" "COMMD1"
## [9707] "B3GNT2" "TMEM17"
## [9709] "EHBP1" "LOC100132215"
## [9711] "OTX1" "WDPCP"
## [9713] "MDH1" "UGP2"
## [9715] "VPS54" "PELI1"
## [9717] "LGALSL" "AFTPH"
## [9719] "SERTAD2" "SLC1A4"
## [9721] "CEP68" "RAB1A"
## [9723] "ACTR2" "SPRED2"
## [9725] "MEIS1-AS3" "MEIS1"
## [9727] "ETAA1" "C1D"
## [9729] "WDR92" "PNO1"
## [9731] "PPP3R1" "CNRIP1"
## [9733] "PLEK" "FBXO48"
## [9735] "APLF" "ARHGAP25"
## [9737] "GKN2" "GKN1"
## [9739] "ANTXR1" "GFPT1"
## [9741] "NFU1" "AAK1"
## [9743] "ANXA4" "GMCL1"
## [9745] "SNRNP27" "MXD1"
## [9747] "ASPRV1" "PCBP1-AS1"
## [9749] "PCBP1" "C2orf42"
## [9751] "TIA1" "PCYOX1"
## [9753] "SNRPG" "FAM136A"
## [9755] "TGFA" "ADD2"
## [9757] "FIGLA" "CLEC4F"
## [9759] "CD207" "VAX2"
## [9761] "ATP6V1B1" "ANKRD53"
## [9763] "TEX261" "OR7E91P"
## [9765] "NAGK" "MCEE"
## [9767] "MPHOSPH10" "PAIP2B"
## [9769] "ZNF638" "DYSF"
## [9771] "CYP26B1" "EXOC6B"
## [9773] "SPR" "EMX1"
## [9775] "SFXN5" "RAB11FIP5"
## [9777] "NOTO" "SMYD5"
## [9779] "PRADC1" "CCT7"
## [9781] "FBXO41" "EGR4"
## [9783] "ALMS1" "NAT8"
## [9785] "TPRKB" "DUSP11"
## [9787] "STAMBP" "ACTG2"
## [9789] "DGUOK" "TET3"
## [9791] "BOLA3" "BOLA3-AS1"
## [9793] "MOB1A" "MTHFD2"
## [9795] "SLC4A5" "DCTN1"
## [9797] "DCTN1-AS1" "C2orf81"
## [9799] "WDR54" "RTKN"
## [9801] "INO80B" "WBP1"
## [9803] "MOGS" "MRPL53"
## [9805] "CCDC142" "TTC31"
## [9807] "LBX2" "LBX2-AS1"
## [9809] "PCGF1" "TLX2"
## [9811] "DQX1" "AUP1"
## [9813] "HTRA2" "LOXL3"
## [9815] "DOK1" "M1AP"
## [9817] "SEMA4F" "HK2"
## [9819] "POLE4" "TACR1"
## [9821] "EVA1A" "MRPL19"
## [9823] "GCFC2" "LRRTM4"
## [9825] "CTNNA2" "SUCLG1"
## [9827] "DNAH6" "TRABD2A"
## [9829] "TMSB10" "KCMF1"
## [9831] "TCF7L1" "TGOLN2"
## [9833] "RETSAT" "ELMOD3"
## [9835] "CAPG" "SH2D6"
## [9837] "MAT2A" "GGCX"
## [9839] "VAMP8" "VAMP5"
## [9841] "RNF181" "TMEM150A"
## [9843] "USP39" "C2orf68"
## [9845] "SFTPB" "GNLY"
## [9847] "ATOH8" "LOC284950"
## [9849] "ST3GAL5" "POLR1A"
## [9851] "PTCD3" "SNORD94"
## [9853] "IMMT" "MRPL35"
## [9855] "REEP1" "KDM3A"
## [9857] "CHMP3" "RNF103-CHMP3"
## [9859] "RNF103" "RMND5A"
## [9861] "CD8A" "CD8B"
## [9863] "RGPD1" "LOC285074"
## [9865] "KRCC1" "FABP1"
## [9867] "THNSL2" "EIF2AK3"
## [9869] "RPIA" "ANKRD36BP2"
## [9871] "GGT8P" "TEKT4"
## [9873] "MAL" "MRPS5"
## [9875] "ZNF514" "ZNF2"
## [9877] "PROM2" "KCNIP3"
## [9879] "FAHD2A" "FAHD2CP"
## [9881] "GPAT2" "ADRA2B"
## [9883] "ASTL" "DUSP2"
## [9885] "STARD7" "TMEM127"
## [9887] "CIAO1" "SNRNP200"
## [9889] "ITPRIPL1" "NCAPH"
## [9891] "NEURL3" "ARID5A"
## [9893] "KANSL3" "FER1L5"
## [9895] "LMAN2L" "CNNM4"
## [9897] "CNNM3" "ANKRD23"
## [9899] "ANKRD39" "SEMA4C"
## [9901] "FAM178B" "FAHD2B"
## [9903] "ANKRD36" "LOC100506123"
## [9905] "ANKRD36B" "COX5B"
## [9907] "ACTR1B" "ZAP70"
## [9909] "TMEM131" "VWA3B"
## [9911] "CNGA3" "INPP4A"
## [9913] "COA5" "UNC50"
## [9915] "MGAT4A" "KIAA1211L"
## [9917] "TSGA10" "C2orf15"
## [9919] "LIPT1" "MITD1"
## [9921] "MRPL30" "LYG2"
## [9923] "LYG1" "TXNDC9"
## [9925] "EIF5B" "REV1"
## [9927] "AFF3" "LONRF2"
## [9929] "CHST10" "PDCL3"
## [9931] "NPAS2" "RPL31"
## [9933] "TBC1D8" "CNOT11"
## [9935] "SNORD89" "RNF149"
## [9937] "CREG2" "RFX8"
## [9939] "MAP4K4" "IL1R2"
## [9941] "IL1R1" "IL1RL2"
## [9943] "IL1RL1" "IL18R1"
## [9945] "IL18RAP" "SLC9A4"
## [9947] "SLC9A2" "MFSD9"
## [9949] "TMEM182" "POU3F3"
## [9951] "MRPS9" "GPR45"
## [9953] "TGFBRAP1" "C2orf49"
## [9955] "FHL2" "LOC285000"
## [9957] "NCK2" "C2orf40"
## [9959] "UXS1" "RGPD3"
## [9961] "ST6GAL2" "RGPD4"
## [9963] "SULT1C2" "SULT1C4"
## [9965] "GCC2" "LIMS1"
## [9967] "RANBP2" "CCDC138"
## [9969] "EDAR" "SH3RF3-AS1"
## [9971] "SH3RF3" "SEPT10"
## [9973] "SOWAHC" "MALL"
## [9975] "NPHP1" "BUB1"
## [9977] "ACOXL" "BCL2L11"
## [9979] "ANAPC1" "MERTK"
## [9981] "TMEM87B" "FBLN7"
## [9983] "ZC3H8" "ZC3H6"
## [9985] "TTL" "POLR1B"
## [9987] "CHCHD5" "FLJ42351"
## [9989] "SLC20A1" "CKAP2L"
## [9991] "IL1A" "IL1B"
## [9993] "IL37" "IL36G"
## [9995] "IL36A" "IL36B"
## [9997] "IL36RN" "IL1F10"
## [9999] "IL1RN" "PSD4"
## [10001] "PAX8" "CBWD2"
## [10003] "FOXD4L1" "WASH2P"
## [10005] "DDX11L2" "RPL23AP7"
## [10007] "RABL2A" "SLC35F5"
## [10009] "MIR4782" "ACTR3"
## [10011] "DDX18" "CCDC93"
## [10013] "INSIG2" "EN1"
## [10015] "MARCO" "C1QL2"
## [10017] "STEAP3" "C2orf76"
## [10019] "DBI" "TMEM37"
## [10021] "SCTR" "TMEM177"
## [10023] "PTPN4" "EPB41L5"
## [10025] "TMEM185B" "RALB"
## [10027] "INHBB" "GLI2"
## [10029] "TFCP2L1" "CLASP1"
## [10031] "RNU4ATAC" "TSN"
## [10033] "CNTNAP5" "GYPC"
## [10035] "BIN1" "CYP27C1"
## [10037] "ERCC3" "MAP3K2"
## [10039] "PROC" "IWS1"
## [10041] "MYO7B" "LIMS2"
## [10043] "GPR17" "SFT2D3"
## [10045] "WDR33" "POLR2D"
## [10047] "AMMECR1L" "SAP130"
## [10049] "UGGT1" "HS6ST1"
## [10051] "RAB6C" "POTEF"
## [10053] "CCDC74B" "SMPD4"
## [10055] "MZT2B" "TUBA3E"
## [10057] "CCDC115" "IMP4"
## [10059] "PTPN18" "ARHGEF4"
## [10061] "FAM168B" "PLEKHB2"
## [10063] "POTEE" "TUBA3D"
## [10065] "MZT2A" "MIR4784"
## [10067] "LOC150776" "CCDC74A"
## [10069] "C2orf27A" "GPR39"
## [10071] "LYPD1" "NCKAP5"
## [10073] "MGAT5" "TMEM163"
## [10075] "ACMSD" "CCNT2"
## [10077] "MAP3K19" "RAB3GAP1"
## [10079] "ZRANB3" "R3HDM1"
## [10081] "UBXN4" "LCT"
## [10083] "MCM6" "DARS"
## [10085] "CXCR4" "THSD7B"
## [10087] "HNMT" "SPOPL"
## [10089] "NXPH2" "LRP1B"
## [10091] "KYNU" "ARHGAP15"
## [10093] "GTDC1" "ZEB2"
## [10095] "ZEB2-AS1" "PABPC1P2"
## [10097] "ACVR2A" "ORC4"
## [10099] "MBD5" "EPC2"
## [10101] "KIF5C" "LYPD6B"
## [10103] "LYPD6" "MMADHC"
## [10105] "RND3" "RBM43"
## [10107] "NMI" "TNFAIP6"
## [10109] "RIF1" "NEB"
## [10111] "ARL5A" "CACNB4"
## [10113] "STAM2" "FMNL2"
## [10115] "PRPF40A" "ARL6IP6"
## [10117] "RPRM" "GALNT13"
## [10119] "LOC100144595" "KCNJ3"
## [10121] "NR4A2" "GPD2"
## [10123] "GALNT5" "ERMN"
## [10125] "CYTIP" "ACVR1C"
## [10127] "ACVR1" "UPP2"
## [10129] "CCDC148" "PKP4"
## [10131] "DAPL1" "TANC1"
## [10133] "WDSUB1" "BAZ2B"
## [10135] "MARCH7" "CD302"
## [10137] "LY75" "PLA2R1"
## [10139] "ITGB6" "RBMS1"
## [10141] "MIR4785" "TANK"
## [10143] "PSMD14" "TBR1"
## [10145] "AHCTF1P1" "SLC4A10"
## [10147] "DPP4" "FAP"
## [10149] "IFIH1" "GCA"
## [10151] "KCNH7" "FIGN"
## [10153] "GRB14" "COBLL1"
## [10155] "SNORA70F" "SLC38A11"
## [10157] "SCN3A" "SCN2A"
## [10159] "CSRNP3" "GALNT3"
## [10161] "LOC100506124" "TTC21B"
## [10163] "SCN1A" "SCN9A"
## [10165] "SCN7A" "XIRP2"
## [10167] "B3GALT1" "STK39"
## [10169] "CERS6" "CERS6-AS1"
## [10171] "NOSTRIN" "SPC25"
## [10173] "ABCB11" "DHRS9"
## [10175] "LRP2" "BBS5"
## [10177] "KLHL41" "FASTKD1"
## [10179] "PPIG" "CCDC173"
## [10181] "PHOSPHO2" "KLHL23"
## [10183] "SSB" "METTL5"
## [10185] "UBR3" "MYO3B"
## [10187] "SP5" "GAD1"
## [10189] "GORASP2" "TLK1"
## [10191] "METTL8" "DCAF17"
## [10193] "CYBRD1" "DYNC1I2"
## [10195] "SLC25A12" "HAT1"
## [10197] "METAP1D" "DLX1"
## [10199] "DLX2" "ITGA6"
## [10201] "PDK1" "RAPGEF4-AS1"
## [10203] "RAPGEF4" "CDCA7"
## [10205] "SP3" "OLA1"
## [10207] "SP9" "CIR1"
## [10209] "SCRN3" "GPR155"
## [10211] "WIPF1" "CHRNA1"
## [10213] "CHN1" "ATF2"
## [10215] "MIR933" "HOXD13"
## [10217] "HOXD12" "HOXD11"
## [10219] "HOXD10" "HOXD9"
## [10221] "HOXD8" "HOXD-AS2"
## [10223] "MIR10B" "HOXD4"
## [10225] "HOXD3" "HOXD1"
## [10227] "MTX2" "HNRNPA3"
## [10229] "MIR4444-1" "NFE2L2"
## [10231] "LOC100130691" "AGPS"
## [10233] "TTC30B" "TTC30A"
## [10235] "PDE11A" "RBM45"
## [10237] "OSBPL6" "MIR548N"
## [10239] "PRKRA" "FKBP7"
## [10241] "PLEKHA3" "TTN-AS1"
## [10243] "TTN" "CCDC141"
## [10245] "SESTD1" "ZNF385B"
## [10247] "CWC22" "UBE2E3"
## [10249] "ITGA4" "CERKL"
## [10251] "PPP1R1C" "PDE1A"
## [10253] "DNAJC10" "FRZB"
## [10255] "NCKAP1" "DUSP19"
## [10257] "NUP35" "ZNF804A"
## [10259] "FSIP2" "ZC3H15"
## [10261] "ITGAV" "FAM171B"
## [10263] "CALCRL" "TFPI"
## [10265] "GULP1" "MIR561"
## [10267] "COL3A1" "COL5A2"
## [10269] "WDR75" "SLC40A1"
## [10271] "ASNSD1" "ANKAR"
## [10273] "OSGEPL1" "ORMDL1"
## [10275] "PMS1" "MSTN"
## [10277] "C2orf88" "HIBCH"
## [10279] "INPP1" "MFSD6"
## [10281] "NAB1" "GLS"
## [10283] "STAT1" "STAT4"
## [10285] "MYO1B" "NABP1"
## [10287] "TMEFF2" "SLC39A10"
## [10289] "DNAH7" "STK17B"
## [10291] "HECW2" "CCDC150"
## [10293] "GTF3C3" "C2orf66"
## [10295] "PGAP1" "ANKRD44"
## [10297] "SF3B1" "COQ10B"
## [10299] "HSPD1" "HSPE1"
## [10301] "MOB4" "RFTN2"
## [10303] "MARS2" "BOLL"
## [10305] "PLCL1" "SATB2"
## [10307] "SATB2-AS1" "C2orf69"
## [10309] "TYW5" "SPATS2L"
## [10311] "KCTD18" "AOX1"
## [10313] "BZW1" "CLK1"
## [10315] "PPIL3" "NIF3L1"
## [10317] "ORC2" "FAM126B"
## [10319] "NDUFB3" "CFLAR"
## [10321] "CFLAR-AS1" "CASP10"
## [10323] "CASP8" "ALS2CR12"
## [10325] "TRAK2" "STRADB"
## [10327] "TMEM237" "MPP4"
## [10329] "ALS2" "CDK15"
## [10331] "FZD7" "SUMO1"
## [10333] "NOP58" "SNORD11"
## [10335] "BMPR2" "FAM117B"
## [10337] "ICA1L" "WDR12"
## [10339] "NBEAL1" "CYP20A1"
## [10341] "ABI2" "RAPH1"
## [10343] "CD28" "CTLA4"
## [10345] "ICOS" "PARD3B"
## [10347] "NRP2" "INO80D"
## [10349] "GCSHP3" "NDUFS1"
## [10351] "EEF1B2" "SNORD51"
## [10353] "SNORA41" "GPR1"
## [10355] "ZDBF2" "ADAM23"
## [10357] "DYTN" "MDH1B"
## [10359] "FASTKD2" "CPO"
## [10361] "KLF7" "CREB1"
## [10363] "METTL21A" "CCNYL1"
## [10365] "FZD5" "PLEKHM3"
## [10367] "IDH1" "IDH1-AS1"
## [10369] "PIKFYVE" "PTH2R"
## [10371] "MAP2" "UNC80"
## [10373] "RPE" "KANSL1L"
## [10375] "ACADL" "LANCL1"
## [10377] "CPS1" "ERBB4"
## [10379] "IKZF2" "LOC100130451"
## [10381] "SPAG16" "BARD1"
## [10383] "ABCA12" "ATIC"
## [10385] "FN1" "LINC00607"
## [10387] "MREG" "PECR"
## [10389] "TMEM169" "XRCC5"
## [10391] "MARCH4" "SMARCAL1"
## [10393] "RPL37A" "IGFBP2"
## [10395] "IGFBP5" "DIRC3"
## [10397] "TNS1" "RUFY4"
## [10399] "CXCR2P1" "CXCR2"
## [10401] "CXCR1" "ARPC2"
## [10403] "GPBAR1" "AAMP"
## [10405] "PNKD" "TMBIM1"
## [10407] "SLC11A1" "CTDSP1"
## [10409] "MIR26B" "VIL1"
## [10411] "USP37" "PLCD4"
## [10413] "ZNF142" "BCS1L"
## [10415] "RNF25" "STK36"
## [10417] "TTLL4" "CYP27A1"
## [10419] "WNT6" "WNT10A"
## [10421] "CDK5R2" "CRYBA2"
## [10423] "IHH" "MIR3131"
## [10425] "NHEJ1" "SLC23A3"
## [10427] "CNPPD1" "ZFAND2B"
## [10429] "ABCB6" "ATG9A"
## [10431] "ANKZF1" "GLB1L"
## [10433] "STK16" "TUBA4A"
## [10435] "TUBA4B" "DNAJB2"
## [10437] "PTPRN" "DNPEP"
## [10439] "DES" "SPEG"
## [10441] "GMPPA" "ASIC4"
## [10443] "CHPF" "TMEM198"
## [10445] "OBSL1" "INHA"
## [10447] "STK11IP" "SLC4A3"
## [10449] "EPHA4" "PAX3"
## [10451] "SGPP2" "FARSB"
## [10453] "MOGAT1" "ACSL3"
## [10455] "KCNE4" "SCG2"
## [10457] "AP1S3" "WDFY1"
## [10459] "MRPL44" "SERPINE2"
## [10461] "FAM124B" "CUL3"
## [10463] "DOCK10" "NYAP2"
## [10465] "IRS1" "RHBDD1"
## [10467] "COL4A4" "COL4A3"
## [10469] "MFF" "TM4SF20"
## [10471] "AGFG1" "C2orf83"
## [10473] "SLC19A3" "CCL20"
## [10475] "DAW1" "PID1"
## [10477] "DNER" "TRIP12"
## [10479] "FBXO36" "SLC16A14"
## [10481] "SP110" "SP140"
## [10483] "SP140L" "SP100"
## [10485] "CAB39" "ITM2C"
## [10487] "GPR55" "C2orf72"
## [10489] "PSMD1" "HTR2B"
## [10491] "ARMC9" "B3GNT7"
## [10493] "NCL" "SNORA75"
## [10495] "SNORD20" "SNORD82"
## [10497] "LINC00471" "NMUR1"
## [10499] "PTMA" "PDE6D"
## [10501] "COPS7B" "NPPC"
## [10503] "DIS3L2" "ALPP"
## [10505] "ECEL1P2" "ECEL1"
## [10507] "PRSS56" "CHRND"
## [10509] "CHRNG" "TIGD1"
## [10511] "EIF4E2" "EFHD1"
## [10513] "GIGYF2" "KCNJ13"
## [10515] "NGEF" "INPP5D"
## [10517] "ATG16L1" "SCARNA5"
## [10519] "SCARNA6" "DGKD"
## [10521] "USP40" "UGT1A8"
## [10523] "UGT1A10" "UGT1A9"
## [10525] "UGT1A7" "UGT1A6"
## [10527] "UGT1A3" "LOC100286922"
## [10529] "UGT1A1" "HJURP"
## [10531] "MSL3P1" "TRPM8"
## [10533] "ARL4C" "SH3BP4"
## [10535] "AGAP1" "GBX2"
## [10537] "ASB18" "IQCA1"
## [10539] "COPS8" "COL6A3"
## [10541] "MLPH" "PRLH"
## [10543] "RAB17" "LRRFIP1"
## [10545] "RBM44" "RAMP1"
## [10547] "UBE2F" "SCLY"
## [10549] "ESPNL" "KLHL30"
## [10551] "ILKAP" "LOC151174"
## [10553] "LOC643387" "HES6"
## [10555] "PER2" "TRAF3IP1"
## [10557] "ASB1" "TWIST2"
## [10559] "HDAC4" "MGC16025"
## [10561] "MIR4786" "NDUFA10"
## [10563] "GPC1" "ANKMY1"
## [10565] "DUSP28" "RNPEPL1"
## [10567] "CAPN10" "GPR35"
## [10569] "KIF1A" "AGXT"
## [10571] "SNED1" "PASK"
## [10573] "PPP1R7" "ANO7"
## [10575] "HDLBP" "SEPT2"
## [10577] "FARP2" "STK25"
## [10579] "BOK-AS1" "BOK"
## [10581] "THAP4" "ATG4B"
## [10583] "DTYMK" "ING5"
## [10585] "D2HGDH" "GAL3ST2"
## [10587] "NEU4" "PDCD1"
## [10589] "C20orf96" "ZCCHC3"
## [10591] "SOX12" "NRSN2"
## [10593] "TRIB3" "RBCK1"
## [10595] "TBC1D20" "CSNK2A1"
## [10597] "TCF15" "SRXN1"
## [10599] "SLC52A3" "FAM110A"
## [10601] "ANGPT4" "RSPO4"
## [10603] "PSMF1" "TMEM74B"
## [10605] "C20orf202" "RAD21L1"
## [10607] "SNPH" "SDCBP2"
## [10609] "SDCBP2-AS1" "FKBP1A"
## [10611] "NSFL1C" "SIRPB2"
## [10613] "SIRPB1" "SIRPG"
## [10615] "LOC100289473" "SIRPA"
## [10617] "STK35" "TGM3"
## [10619] "SNRPB" "SNORD119"
## [10621] "ZNF343" "TMC2"
## [10623] "NOP56" "MIR1292"
## [10625] "SNORD110" "SNORA51"
## [10627] "SNORD56" "SNORD57"
## [10629] "IDH3B" "EBF4"
## [10631] "CPXM1" "C20orf141"
## [10633] "TMEM239" "PCED1A"
## [10635] "VPS16" "PTPRA"
## [10637] "GNRH2" "MRPS26"
## [10639] "OXT" "UBOX5-AS1"
## [10641] "UBOX5" "FASTKD5"
## [10643] "DDRGK1" "ITPA"
## [10645] "SLC4A11" "C20orf194"
## [10647] "ATRN" "ADAM33"
## [10649] "SIGLEC1" "HSPA12B"
## [10651] "C20orf27" "SPEF1"
## [10653] "CENPB" "CDC25B"
## [10655] "AP5S1" "MAVS"
## [10657] "PANK2" "MIR103A2"
## [10659] "RNF24" "SMOX"
## [10661] "ADRA1D" "PRNP"
## [10663] "PRND" "RASSF2"
## [10665] "SLC23A2" "TMEM230"
## [10667] "PCNA" "PCNA-AS1"
## [10669] "CDS2" "LOC643406"
## [10671] "LINC00654" "GPCPD1"
## [10673] "CHGB" "TRMT6"
## [10675] "MCM8" "CRLS1"
## [10677] "LRRN4" "FERMT1"
## [10679] "BMP2" "HAO1"
## [10681] "TMX4" "PLCB1"
## [10683] "PLCB4" "LAMP5"
## [10685] "SNAP25-AS1" "ANKEF1"
## [10687] "SNAP25" "MKKS"
## [10689] "SLX4IP" "JAG1"
## [10691] "BTBD3" "SPTLC3"
## [10693] "ISM1" "ISM1-AS1"
## [10695] "TASP1" "ESF1"
## [10697] "NDUFAF5" "MACROD2"
## [10699] "FLRT3" "KIF16B"
## [10701] "SNRPB2" "PCSK2"
## [10703] "BFSP1" "DSTN"
## [10705] "RRBP1" "SNX5"
## [10707] "SNORD17" "MGME1"
## [10709] "OVOL2" "PET117"
## [10711] "ZNF133" "DZANK1"
## [10713] "POLR3F" "MIR3192"
## [10715] "RBBP9" "SEC23B"
## [10717] "DTD1" "LINC00652"
## [10719] "LOC100270804" "SLC24A3"
## [10721] "RIN2" "NAA20"
## [10723] "CRNKL1" "RALGAPA2"
## [10725] "XRN2" "PAX1"
## [10727] "LINC00261" "FOXA2"
## [10729] "THBD" "CD93"
## [10731] "LINC00656" "NXT1"
## [10733] "GZF1" "NAPB"
## [10735] "CST3" "CST4"
## [10737] "CST1" "CST2"
## [10739] "CST5" "GGTLC1"
## [10741] "SYNDIG1" "CST7"
## [10743] "APMAP" "ACSS1"
## [10745] "VSX1" "LOC284798"
## [10747] "ENTPD6" "PYGB"
## [10749] "ABHD12" "GINS1"
## [10751] "NINL" "NANP"
## [10753] "ZNF337" "FAM182B"
## [10755] "LOC100134868" "FAM182A"
## [10757] "NCOR1P1" "MLLT10P1"
## [10759] "DEFB118" "REM1"
## [10761] "LINC00028" "HM13"
## [10763] "HM13-AS1" "ID1"
## [10765] "COX4I2" "BCL2L1"
## [10767] "TPX2" "MYLK2"
## [10769] "FOXS1" "DUSP15"
## [10771] "TTLL9" "PDRG1"
## [10773] "CCM2L" "HCK"
## [10775] "TM9SF4" "TSPY26P"
## [10777] "PLAGL2" "POFUT1"
## [10779] "KIF3B" "ASXL1"
## [10781] "C20orf203" "COMMD7"
## [10783] "DNMT3B" "MAPRE1"
## [10785] "BPIFA2" "BPIFA1"
## [10787] "BPIFB1" "CDK5RAP1"
## [10789] "SNTA1" "CBFA2T2"
## [10791] "NECAB3" "C20orf144"
## [10793] "ACTL10" "E2F1"
## [10795] "PXMP4" "ZNF341"
## [10797] "CHMP4B" "RALY"
## [10799] "EIF2S2" "ASIP"
## [10801] "AHCY" "ITCH"
## [10803] "DYNLRB1" "MAP1LC3A"
## [10805] "PIGU" "TP53INP2"
## [10807] "NCOA6" "GGT7"
## [10809] "ACSS2" "GSS"
## [10811] "MYH7B" "MIR499B"
## [10813] "TRPC4AP" "EDEM2"
## [10815] "PROCR" "MMP24"
## [10817] "EIF6" "FAM83C"
## [10819] "GDF5" "CEP250"
## [10821] "C20orf173" "ERGIC3"
## [10823] "SPAG4" "CPNE1"
## [10825] "RBM12" "NFS1"
## [10827] "ROMO1" "RBM39"
## [10829] "PHF20" "SCAND1"
## [10831] "CNBD2" "EPB41L1"
## [10833] "AAR2" "DLGAP4"
## [10835] "MYL9" "TGIF2"
## [10837] "SLA2" "NDRG3"
## [10839] "DSN1" "SOGA1"
## [10841] "SAMHD1" "RBL1"
## [10843] "MROH8" "RPN2"
## [10845] "MANBAL" "SRC"
## [10847] "BLCAP" "NNAT"
## [10849] "LOC100287792" "CTNNBL1"
## [10851] "VSTM2L" "TTI1"
## [10853] "RPRD1B" "TGM2"
## [10855] "KIAA1755" "BPI"
## [10857] "LBP" "SNORA71B"
## [10859] "SNORA71A" "SNORA71C"
## [10861] "SNORA71D" "SNHG11"
## [10863] "SNORA60" "RALGAPB"
## [10865] "ARHGAP40" "ACTR5"
## [10867] "PPP1R16B" "FAM83D"
## [10869] "DHX35" "MAFB"
## [10871] "TOP1" "PLCG1"
## [10873] "ZHX3" "LPIN3"
## [10875] "EMILIN3" "CHD6"
## [10877] "PTPRT" "SRSF6"
## [10879] "L3MBTL1" "SGK2"
## [10881] "IFT52" "MYBL2"
## [10883] "TOX2" "JPH2"
## [10885] "GDAP1L1" "FITM2"
## [10887] "R3HDML" "HNF4A"
## [10889] "TTPAL" "SERINC3"
## [10891] "PKIG" "ADA"
## [10893] "WISP2" "KCNK15"
## [10895] "RIMS4" "YWHAB"
## [10897] "PABPC1L" "TOMM34"
## [10899] "STK4-AS1" "STK4"
## [10901] "KCNS1" "WFDC5"
## [10903] "WFDC12" "PI3"
## [10905] "SLPI" "MATN4"
## [10907] "RBPJL" "SDC4"
## [10909] "SYS1" "TP53TG5"
## [10911] "DBNDD2" "PIGT"
## [10913] "WFDC2" "EPPIN"
## [10915] "WFDC10B" "WFDC13"
## [10917] "WFDC3" "DNTTIP1"
## [10919] "UBE2C" "TNNC2"
## [10921] "SNX21" "ACOT8"
## [10923] "ZSWIM3" "ZSWIM1"
## [10925] "SPATA25" "NEURL2"
## [10927] "CTSA" "PLTP"
## [10929] "PCIF1" "ZNF335"
## [10931] "MMP9" "SLC12A5"
## [10933] "NCOA5" "CD40"
## [10935] "CDH22" "SLC35C2"
## [10937] "ELMO2" "MKRN7P"
## [10939] "ZNF334" "SLC13A3"
## [10941] "TP53RK" "SLC2A10"
## [10943] "EYA2" "ZMYND8"
## [10945] "LOC100131496" "NCOA3"
## [10947] "SULF2" "LINC00494"
## [10949] "PREX1" "ARFGEF2"
## [10951] "CSE1L" "STAU1"
## [10953] "DDX27" "ZNFX1"
## [10955] "ZFAS1" "SNORD12C"
## [10957] "SNORD12B" "SNORD12"
## [10959] "KCNB1" "PTGIS"
## [10961] "B4GALT5" "SLC9A8"
## [10963] "SPATA2" "RNF114"
## [10965] "SNAI1" "UBE2V1"
## [10967] "TMEM189" "CEBPB"
## [10969] "PTPN1" "MIR645"
## [10971] "PARD6B" "BCAS4"
## [10973] "ADNP" "DPM1"
## [10975] "MOCS3" "KCNG1"
## [10977] "NFATC2" "ATP9A"
## [10979] "SALL4" "ZFP64"
## [10981] "TSHZ2" "ZNF217"
## [10983] "SUMO1P1" "BCAS1"
## [10985] "CYP24A1" "PFDN4"
## [10987] "DOK5" "CBLN4"
## [10989] "FAM210B" "AURKA"
## [10991] "CSTF1" "CASS4"
## [10993] "GCNT7" "FAM209A"
## [10995] "FAM209B" "TFAP2C"
## [10997] "BMP7" "RAE1"
## [10999] "MTRNR2L3" "RBM38"
## [11001] "CTCFL" "PCK1"
## [11003] "ZBP1" "PMEPA1"
## [11005] "C20orf85" "PPP4R1L"
## [11007] "RAB22A" "VAPB"
## [11009] "APCDD1L" "STX16"
## [11011] "STX16-NPEPL1" "NPEPL1"
## [11013] "GNAS-AS1" "GNAS"
## [11015] "NELFCD" "CTSZ"
## [11017] "TUBB1" "ZNF831"
## [11019] "EDN3" "PHACTR3"
## [11021] "SYCP2" "FAM217B"
## [11023] "PPP1R3D" "CDH26"
## [11025] "C20orf197" "CDH4"
## [11027] "TAF4" "LSM14B"
## [11029] "PSMA7" "SS18L1"
## [11031] "HRH3" "OSBPL2"
## [11033] "ADRM1" "LAMA5"
## [11035] "RPS21" "CABLES2"
## [11037] "RBBP8NL" "GATA5"
## [11039] "SLCO4A1" "NTSR1"
## [11041] "LINC00659" "MRGBP"
## [11043] "OGFR" "COL9A3"
## [11045] "TCFL5" "DPH3P1"
## [11047] "DIDO1" "GID8"
## [11049] "SLC17A9" "HAR1B"
## [11051] "HAR1A" "YTHDF1"
## [11053] "BIRC7" "NKAIN4"
## [11055] "FLJ16779" "ARFGAP1"
## [11057] "MIR4326" "COL20A1"
## [11059] "CHRNA4" "KCNQ2"
## [11061] "EEF1A2" "PPDPF"
## [11063] "PTK6" "SRMS"
## [11065] "HELZ2" "GMEB2"
## [11067] "STMN3" "RTEL1"
## [11069] "RTEL1-TNFRSF6B" "TNFRSF6B"
## [11071] "ARFRP1" "ZGPAT"
## [11073] "LIME1" "SLC2A4RG"
## [11075] "ZBTB46" "ABHD16B"
## [11077] "TPD52L2" "DNAJC5"
## [11079] "UCKL1" "MIR1914"
## [11081] "MIR647" "UCKL1-AS1"
## [11083] "ZNF512B" "SAMD10"
## [11085] "PRPF6" "SOX18"
## [11087] "TCEA2" "RGS19"
## [11089] "OPRL1" "MYT1"
## [11091] "PCMTD2" "LINC00266-1"
## [11093] "TEKT4P2" "TPTE"
## [11095] "ANKRD30BP2" "ANKRD20A11P"
## [11097] "LIPI" "RBM11"
## [11099] "ABCC13" "HSPA13"
## [11101] "SAMSN1" "SAMSN1-AS1"
## [11103] "LOC388813" "NRIP1"
## [11105] "USP25" "MIR125B2"
## [11107] "CXADR" "BTG3"
## [11109] "C21orf91" "CHODL"
## [11111] "TMPRSS15" "NCAM2"
## [11113] "LINC00158" "MIR155HG"
## [11115] "LINC00515" "MRPL39"
## [11117] "JAM2" "GABPA"
## [11119] "APP" "CYYR1"
## [11121] "ADAMTS1" "ADAMTS5"
## [11123] "LINC00113" "N6AMT1"
## [11125] "LTN1" "RWDD2B"
## [11127] "USP16" "CCT8"
## [11129] "LINC00189" "BACH1"
## [11131] "GRIK1" "GRIK1-AS2"
## [11133] "GRIK1-AS1" "CLDN8"
## [11135] "TIAM1" "SOD1"
## [11137] "SCAF4" "HUNK"
## [11139] "MIS18A" "MRAP"
## [11141] "URB1" "EVA1C"
## [11143] "TCP10L" "SYNJ1"
## [11145] "PAXBP1-AS1" "PAXBP1"
## [11147] "OLIG2" "OLIG1"
## [11149] "IFNAR2" "IL10RB"
## [11151] "IFNAR1" "IFNGR2"
## [11153] "TMEM50B" "DNAJC28"
## [11155] "GART" "SON"
## [11157] "DONSON" "CRYZL1"
## [11159] "ITSN1" "LINC00649"
## [11161] "MRPS6" "SLC5A3"
## [11163] "LINC00310" "KCNE2"
## [11165] "KCNE1" "RCAN1"
## [11167] "CLIC6" "LINC00160"
## [11169] "RUNX1" "RUNX1-IT1"
## [11171] "SETD4" "LOC100133286"
## [11173] "CBR1" "CBR3-AS1"
## [11175] "CBR3" "MORC3"
## [11177] "CHAF1B" "CLDN14"
## [11179] "SIM2" "HLCS"
## [11181] "PIGP" "TTC3"
## [11183] "DSCR9" "DYRK1A"
## [11185] "KCNJ6" "DSCR8"
## [11187] "KCNJ15" "ERG"
## [11189] "LINC00114" "ETS2"
## [11191] "PSMG1" "BRWD1"
## [11193] "BRWD1-AS1" "HMGN1"
## [11195] "WRB" "LCA5L"
## [11197] "SH3BGR" "B3GALT5"
## [11199] "IGSF5" "DSCAM"
## [11201] "LINC00323" "BACE2"
## [11203] "PLAC4" "FAM3B"
## [11205] "MX2" "MX1"
## [11207] "TMPRSS2" "LINC00479"
## [11209] "LINC00112" "RIPK4"
## [11211] "PRDM15" "C2CD2"
## [11213] "ZBTB21" "ZNF295-AS1"
## [11215] "UMODL1" "ABCG1"
## [11217] "TFF3" "TFF2"
## [11219] "TFF1" "TMPRSS3"
## [11221] "UBASH3A" "RSPH1"
## [11223] "SLC37A1" "PDE9A"
## [11225] "WDR4" "NDUFV3"
## [11227] "PKNOX1" "CBS"
## [11229] "U2AF1" "SIK1"
## [11231] "LINC00319" "LINC00313"
## [11233] "HSF2BP" "RRP1B"
## [11235] "PDXK" "CSTB"
## [11237] "RRP1" "AGPAT3"
## [11239] "TRAPPC10" "PWP2"
## [11241] "ICOSLG" "DNMT3L"
## [11243] "AIRE" "PFKL"
## [11245] "TRPM2" "LRRC3"
## [11247] "TSPEAR" "UBE2G2"
## [11249] "SUMO3" "PTTG1IP"
## [11251] "ITGB2" "ITGB2-AS1"
## [11253] "FAM207A" "LINC00163"
## [11255] "SSR4P1" "ADARB1"
## [11257] "POFUT2" "LOC642852"
## [11259] "COL18A1" "COL18A1-AS1"
## [11261] "SLC19A1" "PCBP3"
## [11263] "COL6A1" "COL6A2"
## [11265] "FTCD" "SPATC1L"
## [11267] "LSS" "MCM3AP-AS1"
## [11269] "MCM3AP" "YBEY"
## [11271] "C21orf58" "PCNT"
## [11273] "DIP2A" "DIP2A-IT1"
## [11275] "S100B" "PRMT2"
## [11277] "TPTEP1" "ANKRD62P1-PARP4P3"
## [11279] "CECR7" "IL17RA"
## [11281] "CECR2" "SLC25A18"
## [11283] "ATP6V1E1" "BCL2L13"
## [11285] "BID" "MIR3198-1"
## [11287] "MICAL3" "PEX26"
## [11289] "TUBA8" "USP18"
## [11291] "DGCR6" "PRODH"
## [11293] "DGCR5" "DGCR9"
## [11295] "DGCR10" "DGCR2"
## [11297] "DGCR11" "SLC25A1"
## [11299] "CLTCL1" "HIRA"
## [11301] "MRPL40" "C22orf39"
## [11303] "CDC45" "CLDN5"
## [11305] "SEPT5" "SEPT5-GP1BB"
## [11307] "TBX1" "GNB1L"
## [11309] "TXNRD2" "COMT"
## [11311] "ARVCF" "TANGO2"
## [11313] "DGCR8" "TRMT2A"
## [11315] "RANBP1" "ZDHHC8"
## [11317] "RTN4R" "DGCR6L"
## [11319] "TMEM191B" "PI4KAP1"
## [11321] "RIMBP3" "ZNF74"
## [11323] "SCARF2" "KLHL22"
## [11325] "MED15" "TMEM191A"
## [11327] "PI4KA" "SERPIND1"
## [11329] "SNAP29" "CRKL"
## [11331] "AIFM3" "LZTR1"
## [11333] "THAP7" "THAP7-AS1"
## [11335] "TUBA3FP" "P2RX6"
## [11337] "SLC7A4" "BCRP2"
## [11339] "POM121L8P" "HIC2"
## [11341] "TMEM191C" "PI4KAP2"
## [11343] "UBE2L3" "YDJC"
## [11345] "CCDC116" "SDF2L1"
## [11347] "MIR130B" "PPIL2"
## [11349] "YPEL1" "MAPK1"
## [11351] "PPM1F" "TOP3B"
## [11353] "ZNF280B" "ZNF280A"
## [11355] "PRAME" "POM121L1P"
## [11357] "GGTLC2" "MIR650"
## [11359] "IGLL5" "GNAZ"
## [11361] "RAB36" "BCR"
## [11363] "FBXW4P1" "CES5AP1"
## [11365] "ZDHHC8P1" "GUSBP11"
## [11367] "RGL4" "ZNF70"
## [11369] "VPREB3" "C22orf15"
## [11371] "CHCHD10" "MMP11"
## [11373] "SMARCB1" "DERL3"
## [11375] "SLC2A11" "MIF"
## [11377] "GSTT2" "DDTL"
## [11379] "DDT" "LOC391322"
## [11381] "GSTT1" "CABIN1"
## [11383] "SUSD2" "GGT5"
## [11385] "POM121L9P" "SPECC1L"
## [11387] "ADORA2A" "ADORA2A-AS1"
## [11389] "UPB1" "GUCD1"
## [11391] "SNRPD3" "GGT1"
## [11393] "BCRP3" "POM121L10P"
## [11395] "PIWIL3" "SGSM1"
## [11397] "KIAA1671" "LOC100128531"
## [11399] "CRYBB3" "CRYBB2"
## [11401] "LRP5L" "CRYBB2P1"
## [11403] "MYO18B" "SEZ6L"
## [11405] "ASPHD2" "HPS4"
## [11407] "SRRD" "TFIP11"
## [11409] "TPST2" "CRYBB1"
## [11411] "MIAT" "MN1"
## [11413] "PITPNB" "TTC28-AS1"
## [11415] "TTC28" "CHEK2"
## [11417] "HSCB" "CCDC117"
## [11419] "XBP1" "ZNRF3"
## [11421] "ZNRF3-AS1" "C22orf31"
## [11423] "KREMEN1" "EMID1"
## [11425] "RHBDD3" "EWSR1"
## [11427] "GAS2L1" "RASL10A"
## [11429] "AP1B1" "RFPL1"
## [11431] "NEFH" "THOC5"
## [11433] "NIPSNAP1" "NF2"
## [11435] "CABP7" "ZMAT5"
## [11437] "UQCR10" "ASCC2"
## [11439] "MTMR3" "HORMAD2"
## [11441] "LIF" "OSM"
## [11443] "TBC1D10A" "SF3A1"
## [11445] "CCDC157" "KIAA1656"
## [11447] "RNF215" "SEC14L2"
## [11449] "MTFP1" "SEC14L3"
## [11451] "SDC4P" "SEC14L4"
## [11453] "SEC14L6" "GAL3ST1"
## [11455] "PES1" "TCN2"
## [11457] "SLC35E4" "DUSP18"
## [11459] "OSBP2" "MORC2-AS1"
## [11461] "MORC2" "TUG1"
## [11463] "SMTN" "INPP5J"
## [11465] "PLA2G3" "RNF185"
## [11467] "LIMK2" "PIK3IP1"
## [11469] "PATZ1" "DRG1"
## [11471] "EIF4ENIF1" "SFI1"
## [11473] "PISD" "PRR14L"
## [11475] "DEPDC5" "C22orf24"
## [11477] "YWHAH" "SLC5A1"
## [11479] "RFPL2" "SLC5A4"
## [11481] "RFPL3S" "LOC339666"
## [11483] "FBXO7" "SYN3"
## [11485] "TIMP3" "HMGXB4"
## [11487] "TOM1" "HMOX1"
## [11489] "MCM5" "RASD2"
## [11491] "MB" "APOL6"
## [11493] "APOL5" "RBFOX2"
## [11495] "APOL3" "APOL4"
## [11497] "APOL2" "APOL1"
## [11499] "MYH9" "TXN2"
## [11501] "FOXRED2" "EIF3D"
## [11503] "CACNG2" "IFT27"
## [11505] "PVALB" "NCF4"
## [11507] "CSF2RB" "TST"
## [11509] "MPST" "KCTD17"
## [11511] "TMPRSS6" "IL2RB"
## [11513] "C1QTNF6" "RAC2"
## [11515] "CYTH4" "ELFN2"
## [11517] "MFNG" "CARD10"
## [11519] "CDC42EP1" "LGALS2"
## [11521] "GGA1" "SH3BP1"
## [11523] "PDXP" "LGALS1"
## [11525] "NOL12" "TRIOBP"
## [11527] "H1F0" "GCAT"
## [11529] "ANKRD54" "MIR659"
## [11531] "EIF3L" "MICALL1"
## [11533] "C22orf23" "POLR2F"
## [11535] "SOX10" "PICK1"
## [11537] "SLC16A8" "BAIAP2L2"
## [11539] "PLA2G6" "MAFF"
## [11541] "TMEM184B" "CSNK1E"
## [11543] "KCNJ4" "KDELR3"
## [11545] "DDX17" "DMC1"
## [11547] "FAM227A" "CBY1"
## [11549] "TOMM22" "JOSD1"
## [11551] "GTPBP1" "SUN2"
## [11553] "DNAL4" "NPTXR"
## [11555] "CBX6" "APOBEC3A"
## [11557] "APOBEC3B" "APOBEC3C"
## [11559] "APOBEC3D" "APOBEC3F"
## [11561] "APOBEC3G" "APOBEC3H"
## [11563] "CBX7" "PDGFB"
## [11565] "RPL3" "SNORD83B"
## [11567] "SNORD83A" "SNORD43"
## [11569] "SYNGR1" "TAB1"
## [11571] "LOC100506472" "MGAT3"
## [11573] "ATF4" "RPS19BP1"
## [11575] "CACNA1I" "ENTHD1"
## [11577] "GRAP2" "FAM83F"
## [11579] "LOC100130899" "TNRC6B"
## [11581] "ADSL" "SGSM3"
## [11583] "MCHR1" "SLC25A17"
## [11585] "ST13" "XPNPEP3"
## [11587] "DNAJB7" "RBX1"
## [11589] "MIR1281" "EP300"
## [11591] "L3MBTL2" "CHADL"
## [11593] "RANGAP1" "ZC3H7B"
## [11595] "TEF" "TOB2"
## [11597] "PHF5A" "ACO2"
## [11599] "POLR3H" "CSDC2"
## [11601] "PMM1" "DESI1"
## [11603] "XRCC6" "C22orf46"
## [11605] "MEI1" "CCDC134"
## [11607] "SREBF2" "SHISA8"
## [11609] "TNFRSF13C" "CENPM"
## [11611] "LINC00634" "SEPT3"
## [11613] "WBP2NL" "NAGA"
## [11615] "NDUFA6" "CYP2D6"
## [11617] "TCF20" "NFAM1"
## [11619] "SERHL" "RRP7A"
## [11621] "SERHL2" "POLDIP3"
## [11623] "RNU12" "CYB5R3"
## [11625] "A4GALT" "ARFGAP3"
## [11627] "PACSIN2" "TTLL1"
## [11629] "BIK" "MCAT"
## [11631] "TSPO" "TTLL12"
## [11633] "SCUBE1" "EFCAB6"
## [11635] "SULT4A1" "PNPLA3"
## [11637] "SAMM50" "PARVB"
## [11639] "PARVG" "PRR5"
## [11641] "ARHGAP8" "PHF21B"
## [11643] "NUP50" "KIAA0930"
## [11645] "MIR1249" "FAM118A"
## [11647] "SMC1B" "RIBC2"
## [11649] "FBLN1" "ATXN10"
## [11651] "WNT7B" "LOC730668"
## [11653] "MIRLET7BHG" "MIR3619"
## [11655] "PPARA" "CDPF1"
## [11657] "PKDREJ" "TTC38"
## [11659] "GTSE1" "TRMU"
## [11661] "CELSR1" "GRAMD4"
## [11663] "CERK" "TBC1D22A"
## [11665] "FAM19A5" "C22orf34"
## [11667] "BRD1" "ZBED4"
## [11669] "ALG12" "CRELD2"
## [11671] "PIM3" "IL17REL"
## [11673] "MLC1" "MOV10L1"
## [11675] "PANX2" "TRABD"
## [11677] "TUBGCP6" "HDAC10"
## [11679] "MAPK12" "MAPK11"
## [11681] "PLXNB2" "DENND6B"
## [11683] "PPP6R2" "SBF1"
## [11685] "ADM2" "MIOX"
## [11687] "LMF2" "NCAPH2"
## [11689] "SCO2" "TYMP"
## [11691] "ODF3B" "KLHDC7B"
## [11693] "SYCE3" "CPT1B"
## [11695] "CHKB" "MAPK8IP2"
## [11697] "ARSA" "SHANK3"
## [11699] "ACR" "RPL23AP82"
## [11701] "RABL2B" "CHL1"
## [11703] "CNTN6" "CNTN4"
## [11705] "IL5RA" "TRNT1"
## [11707] "CRBN" "LRRN1"
## [11709] "SETMAR" "SUMF1"
## [11711] "ITPR1" "EGOT"
## [11713] "BHLHE40-AS1" "BHLHE40"
## [11715] "ARL8B" "EDEM1"
## [11717] "LMCD1-AS1" "LMCD1"
## [11719] "LINC00312" "SSUH2"
## [11721] "CAV3" "OXTR"
## [11723] "RAD18" "SRGAP3"
## [11725] "THUMPD3" "SETD5"
## [11727] "LHFPL4" "MTMR14"
## [11729] "CPNE9" "BRPF1"
## [11731] "OGG1" "CAMK1"
## [11733] "TADA3" "ARPC4"
## [11735] "TTLL3" "RPUSD3"
## [11737] "CIDEC" "JAGN1"
## [11739] "IL17RE" "IL17RC"
## [11741] "CRELD1" "PRRT3"
## [11743] "PRRT3-AS1" "EMC3"
## [11745] "CIDECP" "FANCD2"
## [11747] "FANCD2OS" "BRK1"
## [11749] "VHL" "IRAK2"
## [11751] "TATDN2" "GHRLOS"
## [11753] "LINC00852" "GHRL"
## [11755] "SEC13" "ATP2B2"
## [11757] "SLC6A11" "SLC6A1"
## [11759] "HRH1" "ATG7"
## [11761] "VGLL4" "TAMM41"
## [11763] "SYN2" "TIMP4"
## [11765] "PPARG" "TSEN2"
## [11767] "MKRN2" "RAF1"
## [11769] "TMEM40" "CAND2"
## [11771] "RPL32" "IQSEC1"
## [11773] "NUP210" "HDAC11"
## [11775] "FBLN2" "WNT7A"
## [11777] "TPRXL" "CHCHD4"
## [11779] "TMEM43" "XPC"
## [11781] "LSM3" "SLC6A6"
## [11783] "GRIP2" "CCDC174"
## [11785] "C3orf20" "FGD5"
## [11787] "FGD5-AS1" "NR2C2"
## [11789] "MRPS25" "COL6A4P1"
## [11791] "CAPN7" "SH3BP5-AS1"
## [11793] "SH3BP5" "METTL6"
## [11795] "EAF1" "COLQ"
## [11797] "HACL1" "BTD"
## [11799] "ANKRD28" "GALNT15"
## [11801] "DPH3" "OXNAD1"
## [11803] "RFTN1" "DAZL"
## [11805] "PLCL2" "TBC1D5"
## [11807] "SATB1" "KCNH8"
## [11809] "EFHB" "RAB5A"
## [11811] "PP2D1" "KAT2B"
## [11813] "ZNF385D" "UBE2E2"
## [11815] "UBE2E1" "NKIRAS1"
## [11817] "RPL15" "NR1D2"
## [11819] "LINC00691" "THRB"
## [11821] "THRB-AS1" "RARB"
## [11823] "TOP2B" "MIR4442"
## [11825] "NGLY1" "OXSM"
## [11827] "NEK10" "SLC4A7"
## [11829] "EOMES" "CMC1"
## [11831] "AZI2" "ZCWPW2"
## [11833] "LINC00693" "RBMS3"
## [11835] "TGFBR2" "GADL1"
## [11837] "STT3B" "OSBPL10"
## [11839] "OSBPL10-AS1" "ZNF860"
## [11841] "GPD1L" "CMTM8"
## [11843] "CMTM7" "CMTM6"
## [11845] "DYNC1LI1" "CNOT10"
## [11847] "TRIM71" "CCR4"
## [11849] "GLB1" "TMPPE"
## [11851] "CRTAP" "SUSD5"
## [11853] "FBXL2" "UBP1"
## [11855] "CLASP2" "PDCD6IP"
## [11857] "ARPP21" "STAC"
## [11859] "DCLK3" "TRANK1"
## [11861] "EPM2AIP1" "MLH1"
## [11863] "LRRFIP2" "GOLGA4"
## [11865] "C3orf35" "ITGA9"
## [11867] "CTDSPL" "VILL"
## [11869] "PLCD1" "DLEC1"
## [11871] "ACAA1" "MYD88"
## [11873] "OXSR1" "SLC22A13"
## [11875] "SLC22A14" "XYLB"
## [11877] "ACVR2B-AS1" "ACVR2B"
## [11879] "EXOG" "SCN5A"
## [11881] "SCN11A" "WDR48"
## [11883] "GORASP1" "TTC21A"
## [11885] "CSRNP1" "XIRP1"
## [11887] "CX3CR1" "SLC25A38"
## [11889] "RPSA" "SNORA6"
## [11891] "SNORA62" "MOBP"
## [11893] "MYRIP" "EIF1B-AS1"
## [11895] "EIF1B" "ENTPD3"
## [11897] "ENTPD3-AS1" "RPL14"
## [11899] "ZNF619" "ZNF620"
## [11901] "ZNF621" "CTNNB1"
## [11903] "ULK4" "TRAK1"
## [11905] "CCK" "VIPR1"
## [11907] "SEC22C" "SS18L2"
## [11909] "NKTR" "ZBTB47"
## [11911] "CCDC13" "HIGD1A"
## [11913] "CYP8B1" "ZNF662"
## [11915] "KRBOX1" "FAM198A"
## [11917] "SNRK" "SNRK-AS1"
## [11919] "ANO10" "ABHD5"
## [11921] "MIR138-1" "TCAIM"
## [11923] "ZNF445" "ZKSCAN7"
## [11925] "ZNF660" "ZNF197"
## [11927] "ZNF35" "ZNF502"
## [11929] "ZNF501" "KIAA1143"
## [11931] "KIF15" "TMEM42"
## [11933] "TGM4" "ZDHHC3"
## [11935] "EXOSC7" "CLEC3B"
## [11937] "CDCP1" "TMEM158"
## [11939] "LARS2" "LIMD1"
## [11941] "LIMD1-AS1" "SACM1L"
## [11943] "SLC6A20" "LZTFL1"
## [11945] "CCR9" "FYCO1"
## [11947] "CXCR6" "CCR1"
## [11949] "CCR3" "CCR2"
## [11951] "CCR5" "CCRL2"
## [11953] "LTF" "LRRC2"
## [11955] "ALS2CL" "TMIE"
## [11957] "PRSS50" "PRSS45"
## [11959] "PRSS42" "MYL3"
## [11961] "PTH1R" "CCDC12"
## [11963] "NBEAL2" "NRADDP"
## [11965] "SETD2" "KIF9-AS1"
## [11967] "KIF9" "KLHL18"
## [11969] "PTPN23" "SCAP"
## [11971] "ELP6" "CSPG5"
## [11973] "SMARCC1" "DHX30"
## [11975] "MAP4" "CDC25A"
## [11977] "CAMP" "ZNF589"
## [11979] "NME6" "PLXNB1"
## [11981] "CCDC51" "TMA7"
## [11983] "ATRIP" "TREX1"
## [11985] "SHISA5" "PFKFB4"
## [11987] "UCN2" "COL7A1"
## [11989] "UQCRC1" "TMEM89"
## [11991] "SLC26A6" "CELSR3"
## [11993] "NCKIPSD" "IP6K2"
## [11995] "PRKAR2A" "SLC25A20"
## [11997] "ARIH2OS" "ARIH2"
## [11999] "P4HTM" "WDR6"
## [12001] "DALRD3" "NDUFAF3"
## [12003] "IMPDH2" "QRICH1"
## [12005] "QARS" "USP19"
## [12007] "LAMB2" "LAMB2P1"
## [12009] "CCDC71" "KLHDC8B"
## [12011] "CCDC36" "C3orf62"
## [12013] "USP4" "GPX1"
## [12015] "RHOA" "TCTA"
## [12017] "AMT" "NICN1"
## [12019] "DAG1" "BSN"
## [12021] "APEH" "MST1"
## [12023] "RNF123" "AMIGO3"
## [12025] "GMPPB" "IP6K1"
## [12027] "CDHR4" "UBA7"
## [12029] "TRAIP" "CAMKV"
## [12031] "MST1R" "MON1A"
## [12033] "RBM6" "RBM5"
## [12035] "SEMA3F" "GNAT1"
## [12037] "SLC38A3" "GNAI2"
## [12039] "SEMA3B" "IFRD2"
## [12041] "HYAL3" "HYAL1"
## [12043] "HYAL2" "TUSC2"
## [12045] "RASSF1" "ZMYND10"
## [12047] "NPRL2" "CYB561D2"
## [12049] "TMEM115" "CACNA2D2"
## [12051] "C3orf18" "HEMK1"
## [12053] "CISH" "MAPKAPK3"
## [12055] "MIR4787" "DOCK3"
## [12057] "MANF" "RBM15B"
## [12059] "RAD54L2" "TEX264"
## [12061] "GRM2" "IQCF3"
## [12063] "RRP9" "PARP3"
## [12065] "GPR62" "PCBP4"
## [12067] "ABHD14B" "ABHD14A"
## [12069] "ACY1" "RPL29"
## [12071] "DUSP7" "LINC00696"
## [12073] "POC1A" "ALAS1"
## [12075] "TLR9" "TWF2"
## [12077] "PPM1M" "WDR82"
## [12079] "GLYCTK" "DNAH1"
## [12081] "BAP1" "PHF7"
## [12083] "SEMA3G" "TNNC1"
## [12085] "NISCH" "STAB1"
## [12087] "NT5DC2" "SMIM4"
## [12089] "PBRM1" "GNL3"
## [12091] "SNORD19" "SNORD19B"
## [12093] "SNORD69" "GLT8D1"
## [12095] "SPCS1" "NEK4"
## [12097] "ITIH1" "ITIH3"
## [12099] "ITIH4" "MUSTN1"
## [12101] "SFMBT1" "RFT1"
## [12103] "PRKCD" "TKT"
## [12105] "DCP1A" "CACNA1D"
## [12107] "CHDH" "IL17RB"
## [12109] "ACTR8" "CACNA2D3"
## [12111] "WNT5A" "ERC2"
## [12113] "CCDC66" "FAM208A"
## [12115] "ARHGEF3" "SPATA12"
## [12117] "IL17RD" "HESX1"
## [12119] "APPL1" "ASB14"
## [12121] "DNAH12" "PDE12"
## [12123] "ARF4" "DENND6A"
## [12125] "SLMAP" "FLNB"
## [12127] "DNASE1L3" "ABHD6"
## [12129] "RPP14" "PXK"
## [12131] "PDHB" "KCTD6"
## [12133] "ACOX2" "FAM107A"
## [12135] "FAM3D" "C3orf67"
## [12137] "FHIT" "PTPRG"
## [12139] "PTPRG-AS1" "C3orf14"
## [12141] "CADPS" "SYNPR"
## [12143] "SYNPR-AS1" "SNTN"
## [12145] "C3orf49" "THOC7"
## [12147] "ATXN7" "PSMD6-AS2"
## [12149] "PSMD6" "PRICKLE2-AS1"
## [12151] "PRICKLE2" "PRICKLE2-AS3"
## [12153] "ADAMTS9" "ADAMTS9-AS2"
## [12155] "MAGI1" "SLC25A26"
## [12157] "LRIG1" "KBTBD8"
## [12159] "SUCLG2" "EOGT"
## [12161] "TMF1" "UBA3"
## [12163] "ARL6IP5" "LMOD3"
## [12165] "FRMD4B" "MITF"
## [12167] "FOXP1" "EIF4E3"
## [12169] "GPR27" "PROK2"
## [12171] "RYBP" "SHQ1"
## [12173] "GXYLT2" "PPP4R2"
## [12175] "EBLN2" "PDZRN3"
## [12177] "CNTN3" "FAM86DP"
## [12179] "ZNF717" "ROBO2"
## [12181] "ROBO1" "GBE1"
## [12183] "CADM2" "MIR5688"
## [12185] "VGLL3" "CHMP2B"
## [12187] "POU1F1" "HTR1F"
## [12189] "CGGBP1" "ZNF654"
## [12191] "C3orf38" "EPHA3"
## [12193] "PROS1" "ARL13B"
## [12195] "STX19" "NSUN3"
## [12197] "EPHA6" "ARL6"
## [12199] "CRYBG3" "GABRR3"
## [12201] "OR5K2" "CLDND1"
## [12203] "GPR15" "CPOX"
## [12205] "ST3GAL6-AS1" "ST3GAL6"
## [12207] "DCBLD2" "COL8A1"
## [12209] "CMSS1" "FILIP1L"
## [12211] "TBC1D23" "NIT2"
## [12213] "LNP1" "TMEM45A"
## [12215] "TFG" "ABI3BP"
## [12217] "IMPG2" "SENP7"
## [12219] "FAM172BP" "TRMT10C"
## [12221] "PCNP" "ZBTB11"
## [12223] "RPL24" "PDCL3P4"
## [12225] "CEP97" "NXPE3"
## [12227] "NFKBIZ" "ZPLD1"
## [12229] "ALCAM" "CBLB"
## [12231] "BBX" "LINC00636"
## [12233] "CD47" "IFT57"
## [12235] "HHLA2" "MYH15"
## [12237] "DZIP3" "TRAT1"
## [12239] "MORC1" "LINC00488"
## [12241] "CD96" "ZBED2"
## [12243] "PLCXD2" "PHLDB2"
## [12245] "ABHD10" "TAGLN3"
## [12247] "TMPRSS7" "C3orf52"
## [12249] "GCSAM" "SLC9C1"
## [12251] "CD200" "BTLA"
## [12253] "ATG3" "SLC35A5"
## [12255] "CCDC80" "CD200R1L"
## [12257] "CD200R1" "GTPBP8"
## [12259] "BOC" "SPICE1"
## [12261] "SIDT1" "NAA50"
## [12263] "ATP6V1A" "GRAMD1C"
## [12265] "ZDHHC23" "ZNF80"
## [12267] "TIGIT" "MIR568"
## [12269] "ZBTB20" "ZBTB20-AS1"
## [12271] "GAP43" "LSAMP"
## [12273] "IGSF11" "UPK1B"
## [12275] "B4GALT4" "ARHGAP31"
## [12277] "TMEM39A" "POGLUT1"
## [12279] "TIMMDC1" "CD80"
## [12281] "ADPRH" "PLA1A"
## [12283] "POPDC2" "COX17"
## [12285] "MAATS1" "NR1I2"
## [12287] "GSK3B" "GPR156"
## [12289] "LRRC58" "FSTL1"
## [12291] "NDUFB4" "HGD"
## [12293] "RABL3" "GTF2E1"
## [12295] "STXBP5L" "POLQ"
## [12297] "ARGFX" "HCLS1"
## [12299] "GOLGB1" "IQCB1"
## [12301] "EAF2" "SLC15A2"
## [12303] "ILDR1" "CD86"
## [12305] "CASR" "CSTA"
## [12307] "CCDC58" "FAM162A"
## [12309] "WDR5B" "KPNA1"
## [12311] "PARP9" "DTX3L"
## [12313] "PARP15" "PARP14"
## [12315] "HSPBAP1" "DIRC2"
## [12317] "SEMA5B" "PDIA5"
## [12319] "SEC22A" "ADCY5"
## [12321] "MYLK-AS1" "MYLK"
## [12323] "CCDC14" "ROPN1"
## [12325] "KALRN" "UMPS"
## [12327] "ITGB5" "MUC13"
## [12329] "HEG1" "SLC12A8"
## [12331] "ZNF148" "SNX4"
## [12333] "OSBPL11" "FAM86JP"
## [12335] "ALG1L" "ROPN1B"
## [12337] "SLC41A3" "ALDH1L1"
## [12339] "ALDH1L1-AS2" "KLF15"
## [12341] "ZXDC" "UROC1"
## [12343] "CHST13" "TXNRD3NB"
## [12345] "TXNRD3" "CHCHD6"
## [12347] "PLXNA1" "TPRA1"
## [12349] "MCM2" "PODXL2"
## [12351] "ABTB1" "MGLL"
## [12353] "KBTBD12" "SEC61A1"
## [12355] "RUVBL1" "EEFSEC"
## [12357] "GATA2" "LOC90246"
## [12359] "RPN1" "RAB7A"
## [12361] "LOC653712" "ACAD9"
## [12363] "KIAA1257" "EFCC1"
## [12365] "GP9" "RAB43"
## [12367] "ISY1" "CNBP"
## [12369] "COPG1" "H1FX"
## [12371] "H1FX-AS1" "RPL32P3"
## [12373] "SNORA7B" "EFCAB12"
## [12375] "MBD4" "IFT122"
## [12377] "PLXND1" "TMCC1"
## [12379] "TRH" "ALG1L2"
## [12381] "FAM86HP" "COL6A4P2"
## [12383] "COL6A5" "COL6A6"
## [12385] "PIK3R4" "ATP2C1"
## [12387] "ASTE1" "NEK11"
## [12389] "LOC339874" "NUDT16P1"
## [12391] "NUDT16" "MRPL3"
## [12393] "SNORA58" "CPNE4"
## [12395] "ACPP" "DNAJC13"
## [12397] "ACAD11" "NPHP3-ACAD11"
## [12399] "UBA5" "NPHP3"
## [12401] "TMEM108" "CDV3"
## [12403] "TOPBP1" "TF"
## [12405] "SRPRB" "RAB6B"
## [12407] "C3orf36" "SLCO2A1"
## [12409] "RYK" "AMOTL2"
## [12411] "ANAPC13" "CEP63"
## [12413] "KY" "EPHB1"
## [12415] "PPP2R3A" "MSL2"
## [12417] "PCCB" "STAG1"
## [12419] "SLC35G2" "NCK1"
## [12421] "IL20RB" "CLDN18"
## [12423] "DZIP1L" "A4GNT"
## [12425] "DBR1" "ARMC8"
## [12427] "NME9" "MRAS"
## [12429] "ESYT3" "CEP70"
## [12431] "FAIM" "PIK3CB"
## [12433] "FOXL2" "MRPS22"
## [12435] "COPB2" "RBP2"
## [12437] "RBP1" "NMNAT3"
## [12439] "CLSTN2" "SLC25A36"
## [12441] "SPSB4" "ZBTB38"
## [12443] "RASA2" "RNF7"
## [12445] "GRK7" "ATP1B3"
## [12447] "TFDP2" "GK5"
## [12449] "XRN1" "ATR"
## [12451] "PLS1" "TRPC1"
## [12453] "PCOLCE2" "PAQR9"
## [12455] "LOC100289361" "U2SURP"
## [12457] "CHST2" "SLC9A9"
## [12459] "C3orf58" "PLOD2"
## [12461] "PLSCR4" "PLSCR2"
## [12463] "PLSCR1" "ZIC1"
## [12465] "AGTR1" "CPB1"
## [12467] "CPA3" "GYG1"
## [12469] "HLTF" "HPS3"
## [12471] "CP" "TM4SF18"
## [12473] "TM4SF1" "TM4SF4"
## [12475] "WWTR1" "WWTR1-AS1"
## [12477] "COMMD2" "ANKUB1"
## [12479] "RNF13" "PFN2"
## [12481] "LOC646903" "TSC22D2"
## [12483] "SERP1" "EIF2A"
## [12485] "SIAH2" "MED12L"
## [12487] "GPR171" "P2RY14"
## [12489] "GPR87" "P2RY13"
## [12491] "P2RY12" "IGSF10"
## [12493] "MIR548H2" "AADAC"
## [12495] "SUCNR1" "MBNL1-AS1"
## [12497] "MBNL1" "P2RY1"
## [12499] "RAP2B" "C3orf79"
## [12501] "ARHGEF26-AS1" "ARHGEF26"
## [12503] "DHX36" "MME"
## [12505] "PLCH1" "C3orf33"
## [12507] "SLC33A1" "GMPS"
## [12509] "KCNAB1" "SSR3"
## [12511] "TIPARP-AS1" "TIPARP"
## [12513] "PA2G4P4" "LEKR1"
## [12515] "CCNL1" "VEPH1"
## [12517] "PTX3" "SHOX2"
## [12519] "RSRC1" "MLF1"
## [12521] "GFM1" "LXN"
## [12523] "RARRES1" "MFSD1"
## [12525] "SCHIP1" "IL12A"
## [12527] "C3orf80" "IFT80"
## [12529] "SMC4" "TRIM59"
## [12531] "KPNA4" "SCARNA7"
## [12533] "ARL14" "PPM1L"
## [12535] "B3GALNT1" "NMD3"
## [12537] "SPTSSB" "SI"
## [12539] "SLITRK3" "BCHE"
## [12541] "ZBBX" "SERPINI2"
## [12543] "WDR49" "PDCD10"
## [12545] "SERPINI1" "GOLIM4"
## [12547] "EGFEM1P" "MECOM"
## [12549] "TERC" "ACTRT3"
## [12551] "MYNN" "LRRC34"
## [12553] "LRRIQ4" "LRRC31"
## [12555] "SAMD7" "LOC100128164"
## [12557] "SEC62" "GPR160"
## [12559] "PHC3" "PRKCI"
## [12561] "SKIL" "CLDN11"
## [12563] "SLC7A14" "RPL22L1"
## [12565] "EIF5A2" "SLC2A2"
## [12567] "TNIK" "PLD1"
## [12569] "TMEM212" "FNDC3B"
## [12571] "TNFSF10" "NCEH1"
## [12573] "ECT2" "NLGN1"
## [12575] "NAALADL2" "TBL1XR1"
## [12577] "LINC00578" "KCNMB2"
## [12579] "ZMAT3" "PIK3CA"
## [12581] "KCNMB3" "ZNF639"
## [12583] "MFN1" "GNB4"
## [12585] "ACTL6A" "MRPL47"
## [12587] "NDUFB5" "USP13"
## [12589] "PEX5L" "TTC14"
## [12591] "CCDC39" "FXR1"
## [12593] "DNAJC19" "SOX2-OT"
## [12595] "SOX2" "ATP11B"
## [12597] "DCUN1D1" "MCCC1"
## [12599] "LAMP3" "MCF2L2"
## [12601] "B3GNT5" "KLHL6"
## [12603] "KLHL24" "YEATS2"
## [12605] "MAP6D1" "PARL"
## [12607] "ABCC5" "HTR3C"
## [12609] "EIF2B5" "DVL3"
## [12611] "AP2M1" "ABCF3"
## [12613] "VWA5B2" "ALG3"
## [12615] "ECE2" "CAMK2N2"
## [12617] "PSMD2" "EIF4G1"
## [12619] "FAM131A" "CLCN2"
## [12621] "POLR2H" "THPO"
## [12623] "CHRD" "EPHB3"
## [12625] "MAGEF1" "VPS8"
## [12627] "C3orf70" "EHHADH-AS1"
## [12629] "EHHADH" "MAP3K13"
## [12631] "TMEM41A" "LIPH"
## [12633] "SENP2" "IGF2BP2"
## [12635] "TRA2B" "ETV5"
## [12637] "DGKG" "CRYGS"
## [12639] "TBCCD1" "DNAJB11"
## [12641] "AHSG" "FETUB"
## [12643] "HRG" "KNG1"
## [12645] "EIF4A2" "SNORD2"
## [12647] "SNORA81" "SNORA63"
## [12649] "SNORA4" "RFC4"
## [12651] "ADIPOQ" "ST6GAL1"
## [12653] "RPL39L" "RTP1"
## [12655] "MASP1" "RTP4"
## [12657] "BCL6" "LPP-AS2"
## [12659] "LPP" "FLJ42393"
## [12661] "TPRG1" "TP63"
## [12663] "CLDN1" "CLDN16"
## [12665] "TMEM207" "IL1RAP"
## [12667] "GMNC" "CCDC50"
## [12669] "FGF12" "MB21D2"
## [12671] "HRASLS" "MGC2889"
## [12673] "ATP13A5" "ATP13A4"
## [12675] "OPA1" "OPA1-AS1"
## [12677] "DPPA2P3" "HES1"
## [12679] "LRRC15" "GP5"
## [12681] "ATP13A3" "TMEM44-AS1"
## [12683] "TMEM44" "LSG1"
## [12685] "FAM43A" "XXYLT1"
## [12687] "ACAP2" "PPP1R2"
## [12689] "APOD" "SDHAP2"
## [12691] "MIR570" "MUC20"
## [12693] "MUC4" "TNK2"
## [12695] "SDHAP1" "TFRC"
## [12697] "ZDHHC19" "SLC51A"
## [12699] "PCYT1A" "TCTEX1D2"
## [12701] "TM4SF19" "UBXN7"
## [12703] "RNF168" "WDR53"
## [12705] "FBXO45" "CEP19"
## [12707] "PIGX" "PAK2"
## [12709] "SENP5" "NCBP2"
## [12711] "PIGZ" "DLG1"
## [12713] "DLG1-AS1" "BDH1"
## [12715] "LOC220729" "FYTTD1"
## [12717] "LRCH3" "IQCG"
## [12719] "RPL35A" "LMLN"
## [12721] "FAM157A" "ZNF595"
## [12723] "ZNF718" "ZNF876P"
## [12725] "ZNF732" "ZNF141"
## [12727] "ABCA11P" "ZNF721"
## [12729] "PIGG" "PDE6B"
## [12731] "MYL5" "PCGF3"
## [12733] "LOC100129917" "CPLX1"
## [12735] "GAK" "TMEM175"
## [12737] "DGKQ" "SLC26A1"
## [12739] "IDUA" "FGFRL1"
## [12741] "RNF212" "SPON2"
## [12743] "LOC100130872" "CTBP1"
## [12745] "MAEA" "UVSSA"
## [12747] "CRIPAK" "FAM53A"
## [12749] "SLBP" "TMEM129"
## [12751] "TACC3" "FGFR3"
## [12753] "LETM1" "SCARNA22"
## [12755] "NELFA" "C4orf48"
## [12757] "NAT8L" "POLN"
## [12759] "HAUS3" "MXD4"
## [12761] "ZFYVE28" "RNF4"
## [12763] "FAM193A" "TNIP2"
## [12765] "SH3BP2" "ADD1"
## [12767] "MFSD10" "NOP14-AS1"
## [12769] "NOP14" "GRK4"
## [12771] "HTT" "MSANTD1"
## [12773] "RGS12" "HGFAC"
## [12775] "DOK7" "LRPAP1"
## [12777] "ADRA2C" "FAM86EP"
## [12779] "TMEM128" "LYAR"
## [12781] "ZBTB49" "NSG1"
## [12783] "STX18" "MSX1"
## [12785] "CYTL1" "STK32B"
## [12787] "EVC2" "EVC"
## [12789] "CRMP1" "JAKMIP1"
## [12791] "WFS1" "PPP2R2C"
## [12793] "MAN2B2" "MRFAP1"
## [12795] "LOC93622" "S100P"
## [12797] "MRFAP1L1" "BLOC1S4"
## [12799] "KIAA0232" "TBC1D14"
## [12801] "LOC100129931" "CCDC96"
## [12803] "TADA2B" "GRPEL1"
## [12805] "SORCS2" "PSAPL1"
## [12807] "AFAP1-AS1" "AFAP1"
## [12809] "ABLIM2" "SH3TC1"
## [12811] "HTRA3" "ACOX3"
## [12813] "TRMT44" "GPR78"
## [12815] "CPZ" "HMX1"
## [12817] "SLC2A9" "WDR1"
## [12819] "MIR3138" "ZNF518B"
## [12821] "HS3ST1" "RAB28"
## [12823] "NKX3-2" "BOD1L1"
## [12825] "CPEB2" "C1QTNF7"
## [12827] "CC2D2A" "FBXL5"
## [12829] "FAM200B" "BST1"
## [12831] "CD38" "FGFBP1"
## [12833] "FGFBP2" "PROM1"
## [12835] "TAPT1" "TAPT1-AS1"
## [12837] "LDB2" "QDPR"
## [12839] "LAP3" "MED28"
## [12841] "FAM184B" "DCAF16"
## [12843] "NCAPG" "LCORL"
## [12845] "SLIT2" "PACRGL"
## [12847] "KCNIP4" "LOC100505912"
## [12849] "GBA3" "PPARGC1A"
## [12851] "MIR573" "DHX15"
## [12853] "SOD3" "CCDC149"
## [12855] "LGI2" "SEPSECS"
## [12857] "PI4K2B" "ZCCHC4"
## [12859] "ANAPC4" "SLC34A2"
## [12861] "SEL1L3" "RBPJ"
## [12863] "TBC1D19" "STIM2"
## [12865] "PCDH7" "ARAP2"
## [12867] "DTHD1" "C4orf19"
## [12869] "RELL1" "PGM2"
## [12871] "TBC1D1" "PTTG2"
## [12873] "KLF3" "TLR10"
## [12875] "TLR1" "TLR6"
## [12877] "FAM114A1" "MIR574"
## [12879] "TMEM156" "KLHL5"
## [12881] "WDR19" "RFC1"
## [12883] "KLB" "RPL9"
## [12885] "LIAS" "LOC401127"
## [12887] "UGDH" "UGDH-AS1"
## [12889] "SMIM14" "UBE2K"
## [12891] "PDS5A" "LOC344967"
## [12893] "N4BP2" "RHOH"
## [12895] "CHRNA9" "RBM47"
## [12897] "NSUN7" "APBB2"
## [12899] "UCHL1" "LIMCH1"
## [12901] "TMEM33" "DCAF4L1"
## [12903] "SLC30A9" "BEND4"
## [12905] "SHISA3" "ATP8A1"
## [12907] "KCTD8" "GUF1"
## [12909] "GNPDA2" "GABRA2"
## [12911] "GABRA4" "GABRB1"
## [12913] "COMMD8" "ATP10D"
## [12915] "CORIN" "NFXL1"
## [12917] "CNGA1" "NIPAL1"
## [12919] "TXK" "TEC"
## [12921] "SLAIN2" "SLC10A4"
## [12923] "ZAR1" "FRYL"
## [12925] "OCIAD1" "OCIAD2"
## [12927] "CWH43" "DCUN1D4"
## [12929] "LRRC66" "SGCB"
## [12931] "SPATA18" "USP46"
## [12933] "DANCR" "MIR4449"
## [12935] "SNORA26" "ERVMER34-1"
## [12937] "RASL11B" "SCFD2"
## [12939] "FIP1L1" "LNX1"
## [12941] "LNX1-AS2" "RPL21P44"
## [12943] "CHIC2" "PDGFRA"
## [12945] "KIT" "KDR"
## [12947] "SRD5A3" "SRD5A3-AS1"
## [12949] "TMEM165" "CLOCK"
## [12951] "NMU" "EXOC1"
## [12953] "CEP135" "KIAA1211"
## [12955] "AASDH" "PPAT"
## [12957] "PAICS" "SRP72"
## [12959] "ARL9" "THEGL"
## [12961] "HOPX" "SPINK2"
## [12963] "REST" "NOA1"
## [12965] "POLR2B" "IGFBP7"
## [12967] "TECRL" "EPHA5"
## [12969] "STAP1" "UBA6"
## [12971] "GNRHR" "TMPRSS11D"
## [12973] "TMPRSS11A" "TMPRSS11GP"
## [12975] "TMPRSS11F" "TMPRSS11BNL"
## [12977] "TMPRSS11B" "YTHDC1"
## [12979] "TMPRSS11E" "UGT2B17"
## [12981] "UGT2B15" "UGT2B10"
## [12983] "UGT2A3" "UGT2B7"
## [12985] "UGT2B11" "UGT2B28"
## [12987] "UGT2B4" "SULT1B1"
## [12989] "SULT1E1" "ODAM"
## [12991] "FDCSP" "CSN3"
## [12993] "AMTN" "AMBN"
## [12995] "ENAM" "UTP3"
## [12997] "RUFY3" "GRSF1"
## [12999] "MOB1B" "DCK"
## [13001] "SLC4A4" "GC"
## [13003] "NPFFR2" "ADAMTS3"
## [13005] "COX18" "ANKRD17"
## [13007] "ALB" "AFP"
## [13009] "AFM" "RASSF6"
## [13011] "CXCL6" "PF4V1"
## [13013] "CXCL1" "PF4"
## [13015] "PPBP" "CXCL5"
## [13017] "CXCL3" "CXCL2"
## [13019] "MTHFD2L" "EPGN"
## [13021] "EREG" "AREG"
## [13023] "BTC" "PARM1"
## [13025] "RCHY1" "THAP6"
## [13027] "CDKL2" "G3BP2"
## [13029] "USO1" "PPEF2"
## [13031] "NAAA" "SDAD1"
## [13033] "CXCL9" "ART3"
## [13035] "CXCL10" "CXCL11"
## [13037] "NUP54" "SCARB2"
## [13039] "FAM47E" "STBD1"
## [13041] "CCDC158" "SHROOM3"
## [13043] "SOWAHB" "SEPT11"
## [13045] "CCNI" "CCNG2"
## [13047] "CXCL13" "CNOT6L"
## [13049] "MRPL1" "FRAS1"
## [13051] "ANXA3" "BMP2K"
## [13053] "PAQR3" "ANTXR2"
## [13055] "PRDM8" "FGF5"
## [13057] "BMP3" "PRKG2"
## [13059] "RASGEF1B" "HNRNPD"
## [13061] "ENOPH1" "TMEM150C"
## [13063] "SCD5" "SEC31A"
## [13065] "THAP9-AS1" "THAP9"
## [13067] "LIN54" "COPS4"
## [13069] "PLAC8" "COQ2"
## [13071] "HPSE" "HELQ"
## [13073] "MRPS18C" "NKX6-1"
## [13075] "CDS1" "WDFY3"
## [13077] "WDFY3-AS2" "ARHGAP24"
## [13079] "MAPK10" "PTPN13"
## [13081] "SLC10A6" "C4orf36"
## [13083] "AFF1" "KLHL8"
## [13085] "HSD17B13" "HSD17B11"
## [13087] "NUDT9" "SPARCL1"
## [13089] "DMP1" "SPP1"
## [13091] "PKD2" "ABCG2"
## [13093] "PPM1K" "HERC6"
## [13095] "HERC5" "HERC3"
## [13097] "NAP1L5" "FAM13A-AS1"
## [13099] "FAM13A" "TIGD2"
## [13101] "GPRIN3" "SNCA"
## [13103] "MMRN1" "CCSER1"
## [13105] "GRID2" "SMARCAD1"
## [13107] "HPGDS" "PDLIM5"
## [13109] "BMPR1B" "UNC5C"
## [13111] "STPG2" "RAP1GDS1"
## [13113] "TSPAN5" "EIF4E"
## [13115] "METAP1" "ADH5"
## [13117] "LOC100507053" "ADH4"
## [13119] "ADH6" "ADH1A"
## [13121] "ADH1B" "ADH1C"
## [13123] "ADH7" "TRMT10A"
## [13125] "MTTP" "DAPP1"
## [13127] "LAMTOR3" "DNAJB14"
## [13129] "H2AFZ" "LOC256880"
## [13131] "DDIT4L" "EMCN"
## [13133] "PPP3CA" "FLJ20021"
## [13135] "BANK1" "SLC39A8"
## [13137] "NFKB1" "MANBA"
## [13139] "UBE2D3" "CISD2"
## [13141] "SLC9B1" "SLC9B2"
## [13143] "BDH2" "CENPE"
## [13145] "CXXC4" "TET2"
## [13147] "PPA2" "ARHGEF38"
## [13149] "ARHGEF38-IT1" "INTS12"
## [13151] "GSTCD" "NPNT"
## [13153] "TBCK" "AIMP1"
## [13155] "DKK2" "PAPSS1"
## [13157] "SGMS2" "CYP2U1"
## [13159] "HADH" "LEF1"
## [13161] "LEF1-AS1" "RPL34-AS1"
## [13163] "RPL34" "OSTC"
## [13165] "COL25A1" "SEC24B-AS1"
## [13167] "SEC24B" "CASP6"
## [13169] "PLA2G12A" "CFI"
## [13171] "GAR1" "RRH"
## [13173] "LRIT3" "EGF"
## [13175] "ELOVL6" "ENPEP"
## [13177] "PITX2" "AP1AR"
## [13179] "TIFA" "ALPK1"
## [13181] "LARP7" "ANK2"
## [13183] "CAMK2D" "ARSJ"
## [13185] "UGT8" "TRAM1L1"
## [13187] "NDST3" "SNHG8"
## [13189] "SNORA24" "PRSS12"
## [13191] "METTL14" "SEC24D"
## [13193] "SYNPO2" "MYOZ2"
## [13195] "USP53" "C4orf3"
## [13197] "LOC645513" "PDE5A"
## [13199] "MAD2L1" "PRDM5"
## [13201] "NDNF" "TNIP3"
## [13203] "QRFPR" "ANXA5"
## [13205] "TMEM155" "EXOSC9"
## [13207] "CCNA2" "BBS7"
## [13209] "TRPC3" "KIAA1109"
## [13211] "IL2" "CETN4P"
## [13213] "BBS12" "FGF2"
## [13215] "NUDT6" "SPATA5"
## [13217] "SPRY1" "ANKRD50"
## [13219] "FAT4" "INTU"
## [13221] "HSPA4L" "PLK4"
## [13223] "MFSD8" "LARP1B"
## [13225] "PGRMC2" "SCLT1"
## [13227] "C4orf33" "PCDH10"
## [13229] "PABPC4L" "PCDH18"
## [13231] "SLC7A11-AS1" "SLC7A11"
## [13233] "ELF2" "MGARP"
## [13235] "NDUFC1" "NAA15"
## [13237] "RAB33B" "SETD7"
## [13239] "MGST2" "MAML3"
## [13241] "SCOC" "CLGN"
## [13243] "ELMOD2" "UCP1"
## [13245] "TBC1D9" "TNRC18P1"
## [13247] "RNF150" "ZNF330"
## [13249] "IL15" "INPP4B"
## [13251] "USP38" "GAB1"
## [13253] "SMARCA5" "GUSBP5"
## [13255] "GYPE" "HHIP-AS1"
## [13257] "HHIP" "ANAPC10"
## [13259] "ABCE1" "OTUD4"
## [13261] "SMAD1" "MMAA"
## [13263] "ZNF827" "LSM6"
## [13265] "SLC10A7" "TTC29"
## [13267] "EDNRA" "TMEM184C"
## [13269] "ARHGAP10" "NR3C2"
## [13271] "DCLK2" "LRBA"
## [13273] "MAB21L2" "RPS3A"
## [13275] "SH3D19" "PRSS48"
## [13277] "FAM160A1" "FBXW7"
## [13279] "TMEM154" "TIGD4"
## [13281] "ARFIP1" "FHDC1"
## [13283] "TRIM2" "ANXA2P1"
## [13285] "MND1" "TLR2"
## [13287] "RNF175" "SFRP2"
## [13289] "DCHS2" "PLRG1"
## [13291] "FGB" "FGA"
## [13293] "FGG" "LRAT"
## [13295] "RBM46" "NPY2R"
## [13297] "MAP9" "ASIC5"
## [13299] "TDO2" "CTSO"
## [13301] "PDGFC" "GLRB"
## [13303] "FAM198B" "TMEM144"
## [13305] "RXFP1" "C4orf46"
## [13307] "ETFDH" "PPID"
## [13309] "FNIP2" "RAPGEF2"
## [13311] "FSTL5" "NAF1"
## [13313] "NPY1R" "NPY5R"
## [13315] "TMA16" "MARCH1"
## [13317] "ANP32C" "TRIM61"
## [13319] "FAM218A" "TMEM192"
## [13321] "KLHL2" "GK3P"
## [13323] "MSMO1" "CPE"
## [13325] "TLL1" "SPOCK3"
## [13327] "ANXA10" "DDX60"
## [13329] "DDX60L" "PALLD"
## [13331] "CBR4" "SH3RF1"
## [13333] "NEK1" "CLCN3"
## [13335] "MFAP3L" "AADAT"
## [13337] "GALNTL6" "GALNT7"
## [13339] "HMGB2" "SAP30"
## [13341] "SCRG1" "HAND2"
## [13343] "FBXO8" "CEP44"
## [13345] "HPGD" "GLRA3"
## [13347] "GPM6A" "WDR17"
## [13349] "SPATA4" "ASB5"
## [13351] "SPCS3" "VEGFC"
## [13353] "NEIL3" "AGA"
## [13355] "TENM3" "DCTD"
## [13357] "WWC2-AS2" "WWC2"
## [13359] "CLDN24" "CDKN2AIP"
## [13361] "LOC389247" "ING2"
## [13363] "RWDD4" "TRAPPC11"
## [13365] "STOX2" "ENPP6"
## [13367] "IRF2" "CASP3"
## [13369] "ACSL1" "SLED1"
## [13371] "MIR3945" "HELT"
## [13373] "SLC25A4" "SNX25"
## [13375] "LRP2BP" "ANKRD37"
## [13377] "UFSP2" "C4orf47"
## [13379] "CCDC110" "PDLIM3"
## [13381] "SORBS2" "TLR3"
## [13383] "FAM149A" "FLJ38576"
## [13385] "CYP4V2" "KLKB1"
## [13387] "F11" "MTNR1A"
## [13389] "FAT1" "ZFP42"
## [13391] "TRIML2" "FRG1"
## [13393] "PLEKHG4B" "CCDC127"
## [13395] "SDHA" "PDCD6"
## [13397] "AHRR" "EXOC3"
## [13399] "PP7080" "SLC9A3"
## [13401] "CEP72" "TPPP"
## [13403] "ZDHHC11" "BRD9"
## [13405] "TRIP13" "LOC100506688"
## [13407] "NKD2" "SLC12A7"
## [13409] "TERT" "CLPTM1L"
## [13411] "SLC6A3" "LPCAT1"
## [13413] "SDHAP3" "LOC728613"
## [13415] "MRPL36" "NDUFS6"
## [13417] "IRX4" "IRX2"
## [13419] "C5orf38" "IRX1"
## [13421] "ADAMTS16" "MED10"
## [13423] "UBE2QL1" "NSUN2"
## [13425] "SRD5A1" "ADCY2"
## [13427] "C5orf49" "FASTKD3"
## [13429] "MTRR" "SEMA5A"
## [13431] "SNORD123" "FAM173B"
## [13433] "CCT5" "CMBL"
## [13435] "MARCH6" "ROPN1L"
## [13437] "ANKRD33B" "DAP"
## [13439] "CTNND2" "DNAH5"
## [13441] "TRIO" "ANKH"
## [13443] "LOC100130744" "FBXL7"
## [13445] "ZNF622" "MYO10"
## [13447] "BASP1" "CDH18"
## [13449] "GUSBP1" "CDH12"
## [13451] "PRDM9" "CDH10"
## [13453] "CDH6" "DROSHA"
## [13455] "C5orf22" "PDZD2"
## [13457] "GOLPH3" "MTMR12"
## [13459] "ZFR" "SUB1"
## [13461] "NPR3" "TARS"
## [13463] "ADAMTS12" "SLC45A2"
## [13465] "AMACR" "C1QTNF3"
## [13467] "RAI14" "TTC23L"
## [13469] "RAD1" "BRIX1"
## [13471] "DNAJC21" "PRLR"
## [13473] "SPEF2" "IL7R"
## [13475] "CAPSL" "UGT3A2"
## [13477] "LMBRD2" "SKP2"
## [13479] "RANBP3L" "SLC1A3"
## [13481] "NIPBL" "NUP155"
## [13483] "WDR70" "GDNF"
## [13485] "EGFLAM" "LIFR"
## [13487] "MIR3650" "OSMR"
## [13489] "RICTOR" "C9"
## [13491] "DAB2" "PTGER4"
## [13493] "TTC33" "PRKAA1"
## [13495] "LOC100506548" "RPL37"
## [13497] "SNORD72" "CARD6"
## [13499] "C7" "C6"
## [13501] "PLCXD3" "OXCT1"
## [13503] "C5orf51" "FBXO4"
## [13505] "GHR" "CCDC152"
## [13507] "LOC648987" "ANXA2R"
## [13509] "LOC153684" "LOC100132356"
## [13511] "ZNF131" "HMGCS1"
## [13513] "CCL28" "C5orf34"
## [13515] "PAIP1" "NNT"
## [13517] "FGF10" "MRPS30"
## [13519] "EMB" "PARP8"
## [13521] "LOC642366" "ISL1"
## [13523] "PELO" "ITGA1"
## [13525] "ITGA2" "MOCS2"
## [13527] "LOC257396" "FST"
## [13529] "NDUFS4" "ARL15"
## [13531] "HSPB3" "SNX18"
## [13533] "ESM1" "GZMK"
## [13535] "GZMA" "CDC20B"
## [13537] "GPX8" "CCNO"
## [13539] "DHX29" "RNF138P1"
## [13541] "SLC38A9" "DDX4"
## [13543] "IL31RA" "IL6ST"
## [13545] "ANKRD55" "MAP3K1"
## [13547] "SETD9" "MIER3"
## [13549] "GPBP1" "ACTBL2"
## [13551] "PLK2" "GAPT"
## [13553] "RAB3C" "PDE4D"
## [13555] "PART1" "DEPDC1B"
## [13557] "ELOVL7" "ERCC8"
## [13559] "NDUFAF2" "SMIM15"
## [13561] "ZSWIM6" "C5orf64"
## [13563] "KIF2A" "DIMT1"
## [13565] "IPO11" "LRRC70"
## [13567] "RNF180" "RGS7BP"
## [13569] "SREK1IP1" "CWC27"
## [13571] "ADAMTS6" "CENPK"
## [13573] "PPWD1" "TRIM23"
## [13575] "TRAPPC13" "SGTB"
## [13577] "NLN" "SREK1"
## [13579] "MAST4" "CD180"
## [13581] "PIK3R1" "SLC30A5"
## [13583] "CCNB1" "CENPH"
## [13585] "MRPS36" "CDK7"
## [13587] "CCDC125" "TAF9"
## [13589] "RAD17" "MARVELD2"
## [13591] "OCLN" "SMA4"
## [13593] "GTF2H2B" "GUSBP9"
## [13595] "NAIP" "GTF2H2"
## [13597] "BDP1" "MCCC2"
## [13599] "MAP1B" "MRPS27"
## [13601] "PTCD2" "ZNF366"
## [13603] "TNPO1" "FCHO2"
## [13605] "TMEM171" "FOXD1"
## [13607] "BTF3" "ANKRA2"
## [13609] "UTP15" "ARHGEF28"
## [13611] "ENC1" "HEXB"
## [13613] "GFM2" "NSA2"
## [13615] "FAM169A" "GCNT4"
## [13617] "ANKRD31" "HMGCR"
## [13619] "COL4A3BP" "POLK"
## [13621] "ANKDD1B" "POC5"
## [13623] "SV2C" "IQGAP2"
## [13625] "F2RL2" "F2R"
## [13627] "F2RL1" "CRHBP"
## [13629] "AGGF1" "ZBED3"
## [13631] "SNORA47" "ZBED3-AS1"
## [13633] "PDE8B" "WDR41"
## [13635] "OTP" "TBCA"
## [13637] "AP3B1" "SCAMP1"
## [13639] "LHFPL2" "ARSB"
## [13641] "DMGDH" "BHMT2"
## [13643] "BHMT" "JMY"
## [13645] "HOMER1" "CMYA5"
## [13647] "MTX3" "THBS4"
## [13649] "SERINC5" "CRSP8P"
## [13651] "ZFYVE16" "FAM151B"
## [13653] "ANKRD34B" "DHFR"
## [13655] "MTRNR2L2" "MSH3"
## [13657] "RASGRF2" "CKMT2"
## [13659] "ZCCHC9" "ACOT12"
## [13661] "SSBP2" "ATG10"
## [13663] "RPS23" "ATP6AP1L"
## [13665] "TMEM167A" "XRCC4"
## [13667] "VCAN" "HAPLN1"
## [13669] "EDIL3" "COX7C"
## [13671] "RASA1" "CCNH"
## [13673] "TMEM161B" "TMEM161B-AS1"
## [13675] "LINC00461" "MEF2C"
## [13677] "CETN3" "MBLAC2"
## [13679] "POLR3G" "LYSMD3"
## [13681] "ARRDC3" "ARRDC3-AS1"
## [13683] "NR2F1" "MIR548AO"
## [13685] "FAM172A" "POU5F2"
## [13687] "KIAA0825" "MCTP1"
## [13689] "FAM81B" "TTC37"
## [13691] "ARSK" "GPR150"
## [13693] "RFESD" "SPATA9"
## [13695] "RHOBTB3" "GLRX"
## [13697] "ELL2" "PCSK1"
## [13699] "CAST" "ERAP1"
## [13701] "ERAP2" "LNPEP"
## [13703] "RIOK2" "RGMB"
## [13705] "CHD1" "LOC100289230"
## [13707] "FAM174A" "ST8SIA4"
## [13709] "SLCO4C1" "SLCO6A1"
## [13711] "PAM" "GIN1"
## [13713] "PPIP5K2" "C5orf30"
## [13715] "NUDT12" "EFNA5"
## [13717] "FBXL17" "FER"
## [13719] "PJA2" "MAN2A1"
## [13721] "TMEM232" "SLC25A46"
## [13723] "TSLP" "WDR36"
## [13725] "CAMK4" "STARD4"
## [13727] "STARD4-AS1" "NREP"
## [13729] "EPB41L4A-AS1" "SNORA13"
## [13731] "EPB41L4A" "APC"
## [13733] "SRP19" "REEP5"
## [13735] "DCP2" "MCC"
## [13737] "YTHDC2" "KCNN2"
## [13739] "TRIM36" "PGGT1B"
## [13741] "CCDC112" "FEM1C"
## [13743] "TICAM2" "TMED7"
## [13745] "CDO1" "ATG12"
## [13747] "AP3S1" "ARL14EPL"
## [13749] "COMMD10" "SEMA6A"
## [13751] "DTWD2" "DMXL1"
## [13753] "TNFAIP8" "HSD17B4"
## [13755] "PRR16" "SRFBP1"
## [13757] "LOX" "ZNF474"
## [13759] "LOC100505841" "SNCAIP"
## [13761] "MGC32805" "SNX2"
## [13763] "SNX24" "PPIC"
## [13765] "PRDM6" "CEP120"
## [13767] "CSNK1G3" "ZNF608"
## [13769] "ALDH7A1" "PHAX"
## [13771] "LMNB1" "MARCH3"
## [13773] "C5orf63" "MEGF10"
## [13775] "PRRC1" "SLC12A2"
## [13777] "FBN2" "SLC27A6"
## [13779] "ISOC1" "ADAMTS19"
## [13781] "CHSY3" "HINT1"
## [13783] "LYRM7" "CDC42SE2"
## [13785] "RAPGEF6" "FNIP1"
## [13787] "ACSL6" "CSF2"
## [13789] "P4HA2" "PDLIM4"
## [13791] "SLC22A4" "MIR3936"
## [13793] "SLC22A5" "C5orf56"
## [13795] "IRF1" "IL5"
## [13797] "RAD50" "IL13"
## [13799] "IL4" "KIF3A"
## [13801] "CCNI2" "SEPT8"
## [13803] "SOWAHA" "SHROOM1"
## [13805] "GDF9" "UQCRQ"
## [13807] "LEAP2" "AFF4"
## [13809] "ZCCHC10" "HSPA4"
## [13811] "FSTL4" "C5orf15"
## [13813] "VDAC1" "TCF7"
## [13815] "SKP1" "PPP2CA"
## [13817] "MIR3661" "CDKL3"
## [13819] "UBE2B" "CDKN2AIPNL"
## [13821] "SAR1B" "SEC24A"
## [13823] "CAMLG" "DDX46"
## [13825] "C5orf24" "TXNDC15"
## [13827] "PCBD2" "CATSPER3"
## [13829] "PITX1" "H2AFY"
## [13831] "CXCL14" "SLC25A48"
## [13833] "FBXL21" "LECT2"
## [13835] "TGFBI" "VTRNA2-1"
## [13837] "SMAD5-AS1" "SMAD5"
## [13839] "SPOCK1" "KLHL3"
## [13841] "HNRNPA0" "NPY6R"
## [13843] "MYOT" "PKD2L2"
## [13845] "FAM13B" "NME5"
## [13847] "BRD8" "KIF20A"
## [13849] "CDC23" "GFRA3"
## [13851] "CDC25C" "FAM53C"
## [13853] "KDM3B" "REEP2"
## [13855] "EGR1" "ETF1"
## [13857] "HSPA9" "SNORD63"
## [13859] "CTNNA1" "LRRTM2"
## [13861] "SIL1" "SNHG4"
## [13863] "MATR3" "SNORA74A"
## [13865] "PAIP2" "SLC23A1"
## [13867] "MZB1" "PROB1"
## [13869] "SPATA24" "DNAJC18"
## [13871] "ECSCR" "TMEM173"
## [13873] "UBE2D2" "CXXC5"
## [13875] "PSD2" "NRG2"
## [13877] "PURA" "IGIP"
## [13879] "CYSTM1" "PFDN1"
## [13881] "HBEGF" "SLC4A9"
## [13883] "ANKHD1" "ANKHD1-EIF4EBP3"
## [13885] "EIF4EBP3" "SRA1"
## [13887] "APBB3" "SLC35A4"
## [13889] "CD14" "TMCO6"
## [13891] "NDUFA2" "IK"
## [13893] "WDR55" "DND1"
## [13895] "HARS" "HARS2"
## [13897] "ZMAT2" "VTRNA1-1"
## [13899] "VTRNA1-2" "VTRNA1-3"
## [13901] "PCDHA1" "PCDHA2"
## [13903] "PCDHA3" "PCDHA4"
## [13905] "PCDHA5" "PCDHA6"
## [13907] "PCDHA7" "PCDHA8"
## [13909] "PCDHA9" "PCDHA10"
## [13911] "PCDHA11" "PCDHA12"
## [13913] "PCDHA13" "PCDHAC1"
## [13915] "PCDHAC2" "PCDHB2"
## [13917] "PCDHB3" "PCDHB4"
## [13919] "PCDHB5" "PCDHB6"
## [13921] "PCDHB7" "PCDHB8"
## [13923] "PCDHB16" "PCDHB9"
## [13925] "PCDHB10" "PCDHB11"
## [13927] "PCDHB12" "PCDHB13"
## [13929] "PCDHB14" "PCDHB19P"
## [13931] "PCDHB15" "TAF7"
## [13933] "PCDHGA1" "PCDHGA2"
## [13935] "PCDHGA3" "PCDHGB1"
## [13937] "PCDHGA4" "PCDHGB2"
## [13939] "PCDHGA5" "PCDHGB3"
## [13941] "PCDHGA6" "PCDHGA7"
## [13943] "PCDHGB4" "PCDHGA8"
## [13945] "PCDHGB5" "PCDHGA9"
## [13947] "PCDHGB6" "PCDHGA10"
## [13949] "PCDHGB7" "PCDHGA11"
## [13951] "PCDHGB8P" "PCDHGA12"
## [13953] "PCDHGC3" "PCDHGC4"
## [13955] "PCDHGC5" "DIAPH1"
## [13957] "LOC100505658" "HDAC3"
## [13959] "RELL2" "FCHSD1"
## [13961] "ARAP3" "PCDH1"
## [13963] "PCDH12" "RNF14"
## [13965] "GNPDA1" "NDFIP1"
## [13967] "SPRY4" "FGF1"
## [13969] "ARHGAP26" "ARHGAP26-AS1"
## [13971] "NR3C1" "YIPF5"
## [13973] "KCTD16" "PRELID2"
## [13975] "SH3RF2" "PLAC8L1"
## [13977] "LARS" "RBM27"
## [13979] "POU4F3" "TCERG1"
## [13981] "PPP2R2B" "STK32A"
## [13983] "DPYSL3" "JAKMIP2"
## [13985] "SPINK1" "SCGB3A2"
## [13987] "C5orf46" "SPINK5"
## [13989] "SPINK6" "SPINK13"
## [13991] "SPINK7" "FBXO38"
## [13993] "HTR4" "ADRB2"
## [13995] "SH3TC2" "ABLIM3"
## [13997] "AFAP1L1" "GRPEL2"
## [13999] "PCYOX1L" "IL17B"
## [14001] "CSNK1A1" "ARHGEF37"
## [14003] "PPARGC1B" "PDE6A"
## [14005] "SLC26A2" "TIGD6"
## [14007] "HMGXB3" "CSF1R"
## [14009] "PDGFRB" "CDX1"
## [14011] "SLC6A7" "CAMK2A"
## [14013] "ARSI" "TCOF1"
## [14015] "CD74" "RPS14"
## [14017] "NDST1" "SYNPO"
## [14019] "MYOZ3" "RBM22"
## [14021] "DCTN4" "SMIM3"
## [14023] "IRGM" "ZNF300"
## [14025] "ZNF300P1" "GPX3"
## [14027] "TNIP1" "ANXA6"
## [14029] "CCDC69" "GM2A"
## [14031] "SLC36A1" "FAT2"
## [14033] "SPARC" "ATOX1"
## [14035] "G3BP1" "NMUR2"
## [14037] "GRIA1" "FAM114A2"
## [14039] "MFAP3" "GALNT10"
## [14041] "SAP30L" "HAND1"
## [14043] "LARP1" "CNOT8"
## [14045] "GEMIN5" "MRPL22"
## [14047] "KIF4B" "SGCD"
## [14049] "TIMD4" "HAVCR1"
## [14051] "HAVCR2" "MED7"
## [14053] "ITK" "CYFIP2"
## [14055] "FNDC9" "NIPAL4"
## [14057] "ADAM19" "SOX30"
## [14059] "THG1L" "LSM11"
## [14061] "CLINT1" "EBF1"
## [14063] "RNF145" "UBLCP1"
## [14065] "IL12B" "LOC285626"
## [14067] "ADRA1B" "TTC1"
## [14069] "PWWP2A" "FABP6"
## [14071] "CCNJL" "C1QTNF2"
## [14073] "SLU7" "PTTG1"
## [14075] "MIR146A" "ATP10B"
## [14077] "GABRB2" "GABRG2"
## [14079] "CCNG1" "NUDCD2"
## [14081] "HMMR" "MAT2B"
## [14083] "TENM2" "WWC1"
## [14085] "RARS" "FBLL1"
## [14087] "PANK3" "SLIT3"
## [14089] "SPDL1" "DOCK2"
## [14091] "FOXI1" "C5orf58"
## [14093] "LCP2" "KCNIP1"
## [14095] "KCNMB1" "GABRP"
## [14097] "RANBP17" "TLX3"
## [14099] "NPM1" "FGF18"
## [14101] "FBXW11" "STK10"
## [14103] "UBTD2" "SH3PXD2B"
## [14105] "NEURL1B" "DUSP1"
## [14107] "ERGIC1" "LOC100268168"
## [14109] "RPL26L1" "ATP6V0E1"
## [14111] "SNORA74B" "CREBRF"
## [14113] "BNIP1" "NKX2-5"
## [14115] "STC2" "LOC285593"
## [14117] "BOD1" "CPEB4"
## [14119] "C5orf47" "MSX2"
## [14121] "DRD1" "SFXN1"
## [14123] "HRH2" "CPLX2"
## [14125] "THOC3" "FAM153B"
## [14127] "LOC100507387" "LOC643201"
## [14129] "SIMC1" "KIAA1191"
## [14131] "ARL10" "NOP16"
## [14133] "HIGD2A" "CLTB"
## [14135] "FAF2" "RNF44"
## [14137] "CDHR2" "GPRIN1"
## [14139] "SNCB" "TSPAN17"
## [14141] "UNC5A" "HK3"
## [14143] "UIMC1" "ZNF346"
## [14145] "FGFR4" "NSD1"
## [14147] "RAB24" "PRELID1"
## [14149] "MXD3" "LMAN2"
## [14151] "RGS14" "SLC34A1"
## [14153] "F12" "GRK6"
## [14155] "PRR7-AS1" "PRR7"
## [14157] "DBN1" "PDLIM7"
## [14159] "DOK3" "DDX41"
## [14161] "FAM193B" "TMED9"
## [14163] "B4GALT7" "LOC202181"
## [14165] "FAM153A" "LOC728554"
## [14167] "FAM153C" "N4BP3"
## [14169] "RMND5B" "NHP2"
## [14171] "HNRNPAB" "COL23A1"
## [14173] "CLK4" "ZNF354A"
## [14175] "AACSP1" "ZNF354B"
## [14177] "ZFP2" "ZNF454"
## [14179] "GRM6" "ZNF879"
## [14181] "ZNF354C" "ADAMTS2"
## [14183] "RUFY1" "HNRNPH1"
## [14185] "C5orf60" "CBY3"
## [14187] "CANX" "MAML1"
## [14189] "LTC4S" "MGAT4B"
## [14191] "SQSTM1" "TBC1D9B"
## [14193] "RNF130" "RASGEF1C"
## [14195] "MAPK9" "GFPT2"
## [14197] "CNOT6" "SCGB3A1"
## [14199] "FLT4" "MGAT1"
## [14201] "HEIH" "LINC00847"
## [14203] "ZFP62" "BTNL8"
## [14205] "BTNL3" "BTNL9"
## [14207] "TRIM7" "TRIM41"
## [14209] "SNORD96A" "SNORD95"
## [14211] "TRIM52" "DUSP22"
## [14213] "IRF4" "EXOC2"
## [14215] "HUS1B" "FOXQ1"
## [14217] "FOXF2" "FOXC1"
## [14219] "GMDS" "MYLK4"
## [14221] "WRNIP1" "SERPINB1"
## [14223] "MIR4645" "SERPINB9"
## [14225] "SERPINB6" "NQO2"
## [14227] "HTATSF1P2" "RIPK1"
## [14229] "BPHL" "TUBB2A"
## [14231] "TUBB2B" "PSMG4"
## [14233] "SLC22A23" "PXDC1"
## [14235] "FAM50B" "PRPF4B"
## [14237] "C6orf201" "ECI2"
## [14239] "CDYL" "RPP40"
## [14241] "PPP1R3G" "LYRM4"
## [14243] "FARS2" "NRN1"
## [14245] "F13A1" "LY86"
## [14247] "RREB1" "SSR1"
## [14249] "CAGE1" "RIOK1"
## [14251] "DSP" "SNRNP48"
## [14253] "BMP6" "TXNDC5"
## [14255] "EEF1E1" "SCARNA27"
## [14257] "SLC35B3" "LOC100506207"
## [14259] "TFAP2A" "LINC00518"
## [14261] "GCNT2" "C6orf52"
## [14263] "PAK1IP1" "TMEM14C"
## [14265] "TMEM14B" "MAK"
## [14267] "SYCP2L" "ELOVL2"
## [14269] "ELOVL2-AS1" "SMIM13"
## [14271] "ERVFRD-1" "NEDD9"
## [14273] "TMEM170B" "ADTRP"
## [14275] "HIVEP1" "EDN1"
## [14277] "PHACTR1" "LOC100130357"
## [14279] "TBC1D7" "GFOD1"
## [14281] "SIRT5" "NOL7"
## [14283] "RANBP9" "RNF182"
## [14285] "CD83" "JARID2"
## [14287] "DTNBP1" "MYLIP"
## [14289] "GMPR" "ATXN1"
## [14291] "STMND1" "RBM24"
## [14293] "CAP2" "FAM8A1"
## [14295] "NUP153" "KIF13A"
## [14297] "NHLRC1" "TPMT"
## [14299] "KDM1B" "DEK"
## [14301] "RNF144B" "ID4"
## [14303] "MBOAT1" "E2F3"
## [14305] "CDKAL1" "SOX4"
## [14307] "NRSN1" "DCDC2"
## [14309] "KAAG1" "MRS2"
## [14311] "GPLD1" "ALDH5A1"
## [14313] "KIAA0319" "TDP2"
## [14315] "ACOT13" "C6orf62"
## [14317] "GMNN" "CMAHP"
## [14319] "SCGN" "SLC17A4"
## [14321] "SLC17A1" "SLC17A3"
## [14323] "TRIM38" "HIST1H3A"
## [14325] "HIST1H4A" "HIST1H4B"
## [14327] "HIST1H3B" "HIST1H2AB"
## [14329] "HIST1H2BB" "HIST1H3C"
## [14331] "HIST1H1C" "HFE"
## [14333] "HIST1H4C" "HIST1H1T"
## [14335] "HIST1H2BC" "HIST1H2AC"
## [14337] "HIST1H1E" "HIST1H2BD"
## [14339] "HIST1H2BE" "HIST1H4D"
## [14341] "HIST1H3D" "HIST1H2BF"
## [14343] "HIST1H4E" "HIST1H2BG"
## [14345] "HIST1H2AE" "HIST1H3E"
## [14347] "HIST1H1D" "HIST1H4F"
## [14349] "HIST1H3F" "HIST1H2BH"
## [14351] "HIST1H3G" "HIST1H2BI"
## [14353] "HIST1H4H" "BTN3A2"
## [14355] "BTN2A2" "BTN3A1"
## [14357] "BTN2A3P" "BTN3A3"
## [14359] "BTN2A1" "LOC285819"
## [14361] "BTN1A1" "HCG11"
## [14363] "HMGN4" "ABT1"
## [14365] "ZNF322" "GUSBP2"
## [14367] "LINC00240" "LOC100270746"
## [14369] "HIST1H2BJ" "HIST1H2AG"
## [14371] "HIST1H2BK" "HIST1H4I"
## [14373] "HIST1H2AH" "MIR3143"
## [14375] "PRSS16" "POM121L2"
## [14377] "ZNF204P" "ZNF391"
## [14379] "ZNF184" "LOC100131289"
## [14381] "HIST1H2BL" "HIST1H2AI"
## [14383] "HIST1H3H" "HIST1H2AJ"
## [14385] "HIST1H2BM" "HIST1H4J"
## [14387] "HIST1H4K" "HIST1H2AK"
## [14389] "HIST1H2BN" "HIST1H2AL"
## [14391] "HIST1H1B" "HIST1H3I"
## [14393] "HIST1H3J" "HIST1H2AM"
## [14395] "HIST1H2BO" "OR2B6"
## [14397] "ZNF165" "ZSCAN12P1"
## [14399] "ZSCAN16" "ZKSCAN8"
## [14401] "TOB2P1" "ZSCAN9"
## [14403] "ZKSCAN4" "NKAPL"
## [14405] "ZSCAN26" "PGBD1"
## [14407] "ZSCAN31" "ZKSCAN3"
## [14409] "ZSCAN12" "ZSCAN23"
## [14411] "TRIM27" "ZNF311"
## [14413] "UBD" "OR2H2"
## [14415] "GABBR1" "ZFP57"
## [14417] "HLA-F" "HLA-F-AS1"
## [14419] "IFITM4P" "HCG4"
## [14421] "HLA-G" "HLA-H"
## [14423] "HCG4B" "HLA-A"
## [14425] "HCG9" "HLA-J"
## [14427] "ZNRD1" "PPP1R11"
## [14429] "RNF39" "TRIM31"
## [14431] "TRIM40" "TRIM10"
## [14433] "TRIM15" "TRIM26"
## [14435] "HCG17" "HLA-L"
## [14437] "HCG18" "TRIM39"
## [14439] "RPP21" "HLA-E"
## [14441] "GNL1" "PRR3"
## [14443] "ABCF1" "PPP1R10"
## [14445] "MRPS18B" "ATAT1"
## [14447] "C6orf136" "DHX16"
## [14449] "PPP1R18" "NRM"
## [14451] "MDC1" "TUBB"
## [14453] "FLOT1" "IER3"
## [14455] "DDR1" "GTF2H4"
## [14457] "VARS2" "SFTA2"
## [14459] "MUC21" "MUC22"
## [14461] "HCG22" "C6orf15"
## [14463] "PSORS1C1" "CDSN"
## [14465] "PSORS1C2" "CCHCR1"
## [14467] "TCF19" "POU5F1"
## [14469] "PSORS1C3" "HCG27"
## [14471] "HLA-C" "HLA-B"
## [14473] "MICA" "HCP5"
## [14475] "HCG26" "MICB"
## [14477] "DDX39B" "SNORD117"
## [14479] "SNORD84" "ATP6V1G2"
## [14481] "NFKBIL1" "LTA"
## [14483] "TNF" "LTB"
## [14485] "LST1" "NCR3"
## [14487] "AIF1" "PRRC2A"
## [14489] "BAG6" "APOM"
## [14491] "C6orf47" "GPANK1"
## [14493] "CSNK2B" "LY6G5B"
## [14495] "LY6G5C" "ABHD16A"
## [14497] "LY6G6D" "LY6G6C"
## [14499] "DDAH2" "CLIC1"
## [14501] "MSH5" "MSH5-SAPCD1"
## [14503] "VWA7" "VARS"
## [14505] "LSM2" "HSPA1L"
## [14507] "HSPA1A" "HSPA1B"
## [14509] "C6orf48" "SNORD48"
## [14511] "SNORD52" "NEU1"
## [14513] "SLC44A4" "EHMT2"
## [14515] "C2" "ZBTB12"
## [14517] "CFB" "NELFE"
## [14519] "SKIV2L" "STK19"
## [14521] "CYP21A2" "CYP21A1P"
## [14523] "TNXB" "ATF6B"
## [14525] "FKBPL" "PRRT1"
## [14527] "LOC100507547" "PPT2"
## [14529] "PPT2-EGFL8" "EGFL8"
## [14531] "AGPAT1" "RNF5P1"
## [14533] "AGER" "PBX2"
## [14535] "GPSM3" "NOTCH4"
## [14537] "HCG23" "HLA-DRA"
## [14539] "HLA-DRB5" "HLA-DRB6"
## [14541] "HLA-DRB1" "HLA-DQA1"
## [14543] "HLA-DQB1" "HLA-DQA2"
## [14545] "HLA-DQB2" "HLA-DOB"
## [14547] "TAP2" "PSMB8"
## [14549] "TAP1" "PSMB9"
## [14551] "LOC100294145" "HLA-DMB"
## [14553] "HLA-DMA" "BRD2"
## [14555] "HLA-DOA" "HLA-DPA1"
## [14557] "HLA-DPB1" "COL11A2"
## [14559] "RXRB" "SLC39A7"
## [14561] "HSD17B8" "RING1"
## [14563] "HCG25" "VPS52"
## [14565] "RPS18" "B3GALT4"
## [14567] "WDR46" "PFDN6"
## [14569] "RGL2" "TAPBP"
## [14571] "ZBTB22" "DAXX"
## [14573] "KIFC1" "PHF1"
## [14575] "CUTA" "SYNGAP1"
## [14577] "ZBTB9" "BAK1"
## [14579] "GGNBP1" "LINC00336"
## [14581] "ITPR3" "IP6K3"
## [14583] "LEMD2" "GRM4"
## [14585] "HMGA1" "NUDT3"
## [14587] "RPS10" "PACSIN1"
## [14589] "SPDEF" "C6orf106"
## [14591] "SNRPC" "UHRF1BP1"
## [14593] "TAF11" "ANKS1A"
## [14595] "TCP11" "SCUBE3"
## [14597] "ZNF76" "DEF6"
## [14599] "PPARD" "FANCE"
## [14601] "RPL10A" "TEAD3"
## [14603] "TULP1" "FKBP5"
## [14605] "LOC285847" "ARMC12"
## [14607] "CLPSL2" "LHFPL5"
## [14609] "SRPK1" "SLC26A8"
## [14611] "MAPK14" "MAPK13"
## [14613] "BRPF3" "PNPLA1"
## [14615] "C6orf222" "ETV7"
## [14617] "PXT1" "KCTD20"
## [14619] "STK38" "SRSF3"
## [14621] "CDKN1A" "RAB44"
## [14623] "CPNE5" "PPIL1"
## [14625] "C6orf89" "PI16"
## [14627] "MTCH1" "FGD2"
## [14629] "PIM1" "TMEM217"
## [14631] "TBC1D22B" "RNF8"
## [14633] "CCDC167" "MDGA1"
## [14635] "ZFAND3" "BTBD9"
## [14637] "GLO1" "DNAH8"
## [14639] "GLP1R" "SAYSD1"
## [14641] "KCNK5" "KCNK17"
## [14643] "KIF6" "DAAM2"
## [14645] "MOCS1" "UNC5CL"
## [14647] "TSPO2" "APOBEC2"
## [14649] "OARD1" "NFYA"
## [14651] "ADCY10P1" "TREML1"
## [14653] "TREM2" "TREML2"
## [14655] "TREML3P" "TREML4"
## [14657] "TREM1" "FOXP4"
## [14659] "MDFI" "TFEB"
## [14661] "PGC" "FRS3"
## [14663] "PRICKLE4" "TOMM6"
## [14665] "USP49" "MED20"
## [14667] "BYSL" "CCND3"
## [14669] "TAF8" "C6orf132"
## [14671] "GUCA1A" "GUCA1B"
## [14673] "MRPS10" "TRERF1"
## [14675] "UBR2" "PRPH2"
## [14677] "TBCC" "RPL7L1"
## [14679] "C6orf226" "PTCRA"
## [14681] "CNPY3" "GNMT"
## [14683] "PEX6" "PPP2R5D"
## [14685] "MEA1" "KLHDC3"
## [14687] "RRP36" "CUL7"
## [14689] "MRPL2" "KLC4"
## [14691] "PTK7" "SRF"
## [14693] "CUL9" "DNPH1"
## [14695] "TTBK1" "CRIP3"
## [14697] "ZNF318" "ABCC10"
## [14699] "DLK2" "TJAP1"
## [14701] "LRRC73" "YIPF3"
## [14703] "POLR1C" "XPO5"
## [14705] "POLH" "GTPBP2"
## [14707] "MAD2L1BP" "RSPH9"
## [14709] "MRPS18A" "VEGFA"
## [14711] "C6orf223" "MRPL14"
## [14713] "TMEM63B" "CAPN11"
## [14715] "SLC29A1" "HSP90AB1"
## [14717] "SLC35B2" "NFKBIE"
## [14719] "TMEM151B" "TCTE1"
## [14721] "AARS2" "SPATS1"
## [14723] "CDC5L" "SUPT3H"
## [14725] "RUNX2" "CLIC5"
## [14727] "ENPP4" "ENPP5"
## [14729] "RCAN2" "CYP39A1"
## [14731] "SLC25A27" "TDRD6"
## [14733] "PLA2G7" "ANKRD66"
## [14735] "MEP1A" "TNFRSF21"
## [14737] "CD2AP" "PTCHD4"
## [14739] "MUT" "CENPQ"
## [14741] "GLYATL3" "C6orf141"
## [14743] "RHAG" "CRISP3"
## [14745] "TFAP2D" "PKHD1"
## [14747] "IL17A" "IL17F"
## [14749] "MCM3" "PAQR8"
## [14751] "EFHC1" "TRAM2"
## [14753] "LOC730101" "TMEM14A"
## [14755] "GSTA2" "GSTA1"
## [14757] "GSTA4" "ICK"
## [14759] "FBXO9" "GCM1"
## [14761] "ELOVL5" "RPS16P5"
## [14763] "GCLC" "KLHL31"
## [14765] "LRRC1" "MLIP-IT1"
## [14767] "MLIP" "TINAG"
## [14769] "FAM83B" "HMGCLL1"
## [14771] "BMP5" "COL21A1"
## [14773] "DST" "BEND6"
## [14775] "KIAA1586" "ZNF451"
## [14777] "BAG2" "RAB23"
## [14779] "PRIM2" "GUSBP4"
## [14781] "KHDRBS2" "LGSN"
## [14783] "PTP4A1" "PHF3"
## [14785] "EYS" "LOC441155"
## [14787] "LMBRD1" "COL19A1"
## [14789] "COL9A1" "FAM135A"
## [14791] "SMAP1" "B3GAT2"
## [14793] "OGFRL1" "MIR30C2"
## [14795] "LINC00472" "RIMS1"
## [14797] "KCNQ5" "KHDC1L"
## [14799] "KHDC1" "OOEP"
## [14801] "DDX43" "MTO1"
## [14803] "EEF1A1" "SLC17A5"
## [14805] "CD109" "COL12A1"
## [14807] "COX7A2" "TMEM30A"
## [14809] "LOC100506804" "FILIP1"
## [14811] "SENP6" "MYO6"
## [14813] "IMPG1" "HTR1B"
## [14815] "IRAK1BP1" "PHIP"
## [14817] "HMGN3" "LCA5"
## [14819] "SH3BGRL2" "ELOVL4"
## [14821] "TTK" "BCKDHB"
## [14823] "IBTK" "TPBG"
## [14825] "UBE3D" "PGM3"
## [14827] "RWDD2A" "ME1"
## [14829] "PRSS35" "SNAP91"
## [14831] "RIPPLY2" "CYB5R4"
## [14833] "MRAP2" "TBX18"
## [14835] "NT5E" "SNX14"
## [14837] "SYNCRIP" "SNHG5"
## [14839] "SNORD50A" "SNORD50B"
## [14841] "ZNF292" "GJB7"
## [14843] "SMIM8" "C6orf163"
## [14845] "SLC35A1" "RARS2"
## [14847] "ORC3" "AKIRIN2"
## [14849] "CNR1" "RNGTT"
## [14851] "PNRC1" "SRSF12"
## [14853] "PM20D2" "GABRR2"
## [14855] "UBE2J1" "RRAGD"
## [14857] "ANKRD6" "LYRM2"
## [14859] "MDN1" "CASP8AP2"
## [14861] "BACH2" "MAP3K7"
## [14863] "EPHA7" "MANEA"
## [14865] "FUT9" "UFL1"
## [14867] "FHL5" "GPR63"
## [14869] "NDUFAF4" "KLHL32"
## [14871] "MMS22L" "POU3F2"
## [14873] "FBXL4" "FAXC"
## [14875] "COQ3" "PNISR"
## [14877] "USP45" "TSTD3"
## [14879] "CCNC" "PRDM13"
## [14881] "ASCC3" "GRIK2"
## [14883] "HACE1" "LIN28B"
## [14885] "BVES" "BVES-AS1"
## [14887] "POPDC3" "PREP"
## [14889] "PRDM1" "ATG5"
## [14891] "RTN4IP1" "QRSL1"
## [14893] "C6orf203" "BEND3"
## [14895] "PDSS2" "SOBP"
## [14897] "SCML4" "SEC63"
## [14899] "OSTM1" "NR2E1"
## [14901] "SNX3" "FOXO3"
## [14903] "LINC00222" "ARMC2"
## [14905] "SESN1" "CEP57L1"
## [14907] "CCDC162P" "CD164"
## [14909] "PPIL6" "SMPD2"
## [14911] "MICAL1" "ZBTB24"
## [14913] "FIG4" "WASF1"
## [14915] "CDC40" "METTL24"
## [14917] "DDO" "SLC22A16"
## [14919] "CDK19" "AMD1"
## [14921] "GTF3C6" "RPF2"
## [14923] "SLC16A10" "REV3L"
## [14925] "TRAF3IP2-AS1" "TRAF3IP2"
## [14927] "FYN" "WISP3"
## [14929] "TUBE1" "FAM229B"
## [14931] "LAMA4" "RFPL4B"
## [14933] "MARCKS" "FLJ34503"
## [14935] "HDAC2" "HS3ST5"
## [14937] "FRK" "TPI1P3"
## [14939] "NT5DC1" "COL10A1"
## [14941] "TSPYL4" "TSPYL1"
## [14943] "DSE" "RWDD1"
## [14945] "RSPH4A" "KPNA5"
## [14947] "FAM162B" "RFX6"
## [14949] "ROS1" "DCBLD1"
## [14951] "GOPC" "NUS1"
## [14953] "SLC35F1" "CEP85L"
## [14955] "BRD7P3" "PLN"
## [14957] "MCM9" "ASF1A"
## [14959] "FAM184A" "MAN1A1"
## [14961] "GJA1" "HSF2"
## [14963] "SERINC1" "PKIB"
## [14965] "SMPDL3A" "TRDN"
## [14967] "RNF217" "TPD52L1"
## [14969] "HDDC2" "HEY2"
## [14971] "NCOA7" "HINT3"
## [14973] "TRMT11" "CENPW"
## [14975] "RSPO3" "RNF146"
## [14977] "ECHDC1" "KIAA0408"
## [14979] "SOGA3" "C6orf58"
## [14981] "THEMIS" "PTPRK"
## [14983] "LAMA2" "ARHGAP18"
## [14985] "L3MBTL3" "SAMD3"
## [14987] "TMEM200A" "SMLR1"
## [14989] "EPB41L2" "AKAP7"
## [14991] "ARG1" "MED23"
## [14993] "ENPP3" "ENPP1"
## [14995] "CTGF" "MOXD1"
## [14997] "STX7" "TAAR1"
## [14999] "VNN1" "VNN3"
## [15001] "VNN2" "SLC18B1"
## [15003] "RPS12" "SNORD101"
## [15005] "SNORD100" "SNORA33"
## [15007] "LINC00326" "EYA4"
## [15009] "TCF21" "TBPL1"
## [15011] "SLC2A12" "HMGA1P7"
## [15013] "SGK1" "ALDH8A1"
## [15015] "HBS1L" "MYB"
## [15017] "AHI1" "LINC00271"
## [15019] "PDE7B" "MTFR2"
## [15021] "BCLAF1" "MAP7"
## [15023] "MAP3K5" "PEX7"
## [15025] "SLC35D3" "IL20RA"
## [15027] "IFNGR1" "LOC100130476"
## [15029] "TNFAIP3" "PERP"
## [15031] "PBOV1" "HEBP2"
## [15033] "NHSL1" "FLJ46906"
## [15035] "CCDC28A" "ECT2L"
## [15037] "REPS1" "ABRACL"
## [15039] "HECA" "TXLNB"
## [15041] "CITED2" "NMBR"
## [15043] "VTA1" "LOC153910"
## [15045] "HIVEP2" "AIG1"
## [15047] "ADAT2" "PEX3"
## [15049] "FUCA2" "PHACTR2"
## [15051] "LTV1" "PLAGL1"
## [15053] "HYMAI" "SF3B5"
## [15055] "STX11" "UTRN"
## [15057] "EPM2A" "LOC100507557"
## [15059] "FBXO30" "SHPRH"
## [15061] "GRM1" "RAB32"
## [15063] "ADGB" "STXBP5-AS1"
## [15065] "STXBP5" "SAMD5"
## [15067] "SASH1" "UST"
## [15069] "TAB2" "SUMO4"
## [15071] "ZC3H12D" "PPIL4"
## [15073] "GINM1" "KATNA1"
## [15075] "LATS1" "NUP43"
## [15077] "PCMT1" "LRP11"
## [15079] "RAET1E" "RAET1G"
## [15081] "ULBP2" "ULBP1"
## [15083] "RAET1K" "RAET1L"
## [15085] "ULBP3" "PPP1R14C"
## [15087] "IYD" "PLEKHG1"
## [15089] "MTHFD1L" "AKAP12"
## [15091] "ZBTB2" "RMND1"
## [15093] "CCDC170" "ESR1"
## [15095] "SYNE1" "MYCT1"
## [15097] "VIP" "FBXO5"
## [15099] "MTRF1L" "RGS17"
## [15101] "OPRM1" "IPCEF1"
## [15103] "CNKSR3" "SCAF8"
## [15105] "TIAM2" "TFB1M"
## [15107] "CLDN20" "ARID1B"
## [15109] "TMEM242" "ZDHHC14"
## [15111] "SNX9" "SYNJ2"
## [15113] "SERAC1" "GTF2H5"
## [15115] "TULP4" "TMEM181"
## [15117] "DYNLT1" "SYTL3"
## [15119] "EZR" "C6orf99"
## [15121] "RSPH3" "TAGAP"
## [15123] "FNDC1" "SOD2"
## [15125] "WTAP" "ACAT2"
## [15127] "TCP1" "SNORA20"
## [15129] "SNORA29" "MRPL18"
## [15131] "PNLDC1" "IGF2R"
## [15133] "AIRN" "LOC729603"
## [15135] "SLC22A1" "SLC22A2"
## [15137] "SLC22A3" "LPAL2"
## [15139] "LPA" "MAP3K4"
## [15141] "AGPAT4" "AGPAT4-IT1"
## [15143] "PACRG" "PACRG-AS1"
## [15145] "CAHM" "QKI"
## [15147] "C6orf118" "PDE10A"
## [15149] "LINC00473" "LINC00602"
## [15151] "PRR18" "SFT2D1"
## [15153] "LOC100289495" "MPC1"
## [15155] "RPS6KA2" "RPS6KA2-IT1"
## [15157] "RNASET2" "FGFR1OP"
## [15159] "CCR6" "UNC93A"
## [15161] "TTLL2" "HGC6.3"
## [15163] "KIF25" "FRMD1"
## [15165] "DACT2" "SMOC2"
## [15167] "THBS2" "WDR27"
## [15169] "C6orf120" "PHF10"
## [15171] "TCTE3" "LINC00242"
## [15173] "LINC00574" "DLL1"
## [15175] "FAM120B" "PSMB1"
## [15177] "TBP" "PDCD2"
## [15179] "FAM20C" "PDGFA"
## [15181] "PRKAR1B" "SUN1"
## [15183] "GET4" "ADAP1"
## [15185] "COX19" "CYP2W1"
## [15187] "C7orf50" "MIR339"
## [15189] "GPR146" "ZFAND2A"
## [15191] "MICALL2" "INTS1"
## [15193] "MAFK" "TMEM184A"
## [15195] "PSMG3" "PSMG3-AS1"
## [15197] "TFAMP1" "ELFN1"
## [15199] "MAD1L1" "NUDT1"
## [15201] "SNX8" "EIF3B"
## [15203] "CHST12" "LFNG"
## [15205] "BRAT1" "IQCE"
## [15207] "TTYH3" "AMZ1"
## [15209] "GNA12" "CARD11"
## [15211] "SDK1" "FOXK1"
## [15213] "AP5Z1" "MIR4656"
## [15215] "RADIL" "PAPOLB"
## [15217] "RNF216P1" "RBAK"
## [15219] "WIPI2" "SLC29A4"
## [15221] "TNRC18" "FBXL18"
## [15223] "MIR589" "ACTB"
## [15225] "FSCN1" "RNF216"
## [15227] "ZNF815P" "OCM"
## [15229] "CCZ1" "PMS2"
## [15231] "AIMP2" "EIF2AK1"
## [15233] "ANKRD61" "USP42"
## [15235] "CYTH3" "FAM220A"
## [15237] "RAC1" "DAGLB"
## [15239] "KDELR2" "GRID2IP"
## [15241] "ZDHHC4" "C7orf26"
## [15243] "ZNF853" "ZNF12"
## [15245] "PMS2CL" "CCZ1B"
## [15247] "LOC100131257" "C1GALT1"
## [15249] "COL28A1" "MIOS"
## [15251] "RPA3" "GLCCI1"
## [15253] "ICA1" "NXPH1"
## [15255] "NDUFA4" "PHF14"
## [15257] "THSD7A" "TMEM106B"
## [15259] "VWDE" "SCIN"
## [15261] "ARL4A" "ETV1"
## [15263] "DGKB" "AGMO"
## [15265] "MEOX2" "ISPD"
## [15267] "SOSTDC1" "ANKMY2"
## [15269] "BZW2" "TSPAN13"
## [15271] "AGR2" "AGR3"
## [15273] "AHR" "SNX13"
## [15275] "HDAC9" "TWIST1"
## [15277] "TWISTNB" "MACC1"
## [15279] "ITGB8" "ABCB5"
## [15281] "SP8" "RPL23P8"
## [15283] "SP4" "DNAH11"
## [15285] "CDCA7L" "RAPGEF5"
## [15287] "STEAP1B" "LOC100506178"
## [15289] "IL6" "TOMM7"
## [15291] "SNORD93" "FAM126A"
## [15293] "KLHL7" "NUPL2"
## [15295] "GPNMB" "MALSU1"
## [15297] "IGF2BP3" "RPS2P32"
## [15299] "TRA2A" "CCDC126"
## [15301] "FAM221A" "STK31"
## [15303] "NPY" "MPP6"
## [15305] "OSBPL3" "CYCS"
## [15307] "C7orf31" "NFE2L3"
## [15309] "HNRNPA2B1" "CBX3"
## [15311] "SNX10" "LOC441204"
## [15313] "KIAA0087" "C7orf71"
## [15315] "SKAP2" "HOXA1"
## [15317] "HOTAIRM1" "HOXA2"
## [15319] "HOXA3" "HOXA4"
## [15321] "HOXA-AS3" "HOXA5"
## [15323] "HOXA6" "HOXA7"
## [15325] "HOXA9" "HOXA10"
## [15327] "HOXA11" "HOXA11-AS"
## [15329] "HOXA13" "HOTTIP"
## [15331] "EVX1" "HIBADH"
## [15333] "TAX1BP1" "JAZF1"
## [15335] "JAZF1-AS1" "CREB5"
## [15337] "TRIL" "LOC100506497"
## [15339] "CPVL" "CHN2"
## [15341] "PRR15" "LOC646762"
## [15343] "ZNRF2P2" "DPY19L2P3"
## [15345] "WIPF3" "SCRN1"
## [15347] "FKBP14" "PLEKHA8"
## [15349] "ZNRF2" "DKFZP586I1420"
## [15351] "NOD1" "GGCT"
## [15353] "GARS" "CRHR2"
## [15355] "INMT" "AQP1"
## [15357] "GHRHR" "ADCYAP1R1"
## [15359] "PPP1R17" "PDE1C"
## [15361] "LOC100130673" "LSM5"
## [15363] "AVL9" "DPY19L1P1"
## [15365] "ZNRF2P1" "KBTBD2"
## [15367] "RP9P" "FKBP9"
## [15369] "RP9" "BBS9"
## [15371] "BMPER" "NPSR1-AS1"
## [15373] "DPY19L1" "DPY19L2P1"
## [15375] "TBX20" "HERPUD2"
## [15377] "SEPT7" "EEPD1"
## [15379] "KIAA0895" "ANLN"
## [15381] "AOAH" "ELMO1"
## [15383] "GPR141" "NME8"
## [15385] "SFRP4" "EPDR1"
## [15387] "STARD3NL" "TARP"
## [15389] "AMPH" "VPS41"
## [15391] "POU6F2" "RALA"
## [15393] "LINC00265" "CDK13"
## [15395] "MPLKIP" "INHBA"
## [15397] "INHBA-AS1" "GLI3"
## [15399] "C7orf25" "PSMA2"
## [15401] "MRPL32" "HECW1"
## [15403] "STK17A" "COA1"
## [15405] "BLVRA" "MRPS24"
## [15407] "URGCP" "UBE2D4"
## [15409] "POLR2J4" "SPDYE1"
## [15411] "RASA4CP" "DBNL"
## [15413] "PGAM2" "POLM"
## [15415] "AEBP1" "POLD2"
## [15417] "GCK" "YKT6"
## [15419] "CAMK2B" "NUDCD3"
## [15421] "NPC1L1" "DDX56"
## [15423] "TMED4" "OGDH"
## [15425] "ZMIZ2" "PPIA"
## [15427] "H2AFV" "PURB"
## [15429] "MYO1G" "SNHG15"
## [15431] "SNORA9" "CCM2"
## [15433] "NACAD" "TBRG4"
## [15435] "SNORA5A" "SNORA5C"
## [15437] "SNORA5B" "RAMP3"
## [15439] "ADCY1" "SEPT7P2"
## [15441] "IGFBP1" "IGFBP3"
## [15443] "TNS3" "C7orf65"
## [15445] "LINC00525" "PKD1L1"
## [15447] "C7orf69" "HUS1"
## [15449] "SUN3" "C7orf57"
## [15451] "UPP1" "ABCA13"
## [15453] "VWC2" "IKZF1"
## [15455] "FIGNL1" "DDC"
## [15457] "GRB10" "COBL"
## [15459] "SEC61G" "EGFR"
## [15461] "EGFR-AS1" "LANCL2"
## [15463] "VOPP1" "SEPT14"
## [15465] "ZNF713" "MRPS17"
## [15467] "PSPH" "CCT6A"
## [15469] "SNORA15" "SUMF2"
## [15471] "PHKG1" "CHCHD2"
## [15473] "ZNF727" "ZNF736"
## [15475] "ZNF680" "ZNF107"
## [15477] "ZNF138" "ZNF273"
## [15479] "ZNF117" "ERV3-1"
## [15481] "CCT6P3" "ZNF92"
## [15483] "LOC441242" "CCT6P1"
## [15485] "SNORA22" "VKORC1L1"
## [15487] "GUSB" "ASL"
## [15489] "CRCP" "TPST1"
## [15491] "LINC00174" "KCTD7"
## [15493] "RABGEF1" "GTF2IRD1P1"
## [15495] "TMEM248" "SBDS"
## [15497] "TYW1" "PMS2P4"
## [15499] "STAG3L4" "AUTS2"
## [15501] "TYW1B" "SBDSP1"
## [15503] "POM121" "NSUN5P2"
## [15505] "LOC541473" "STAG3L3"
## [15507] "NCF1B" "NSUN5"
## [15509] "TRIM50" "FKBP6"
## [15511] "FZD9" "BAZ1B"
## [15513] "BCL7B" "TBL2"
## [15515] "MLXIPL" "VPS37D"
## [15517] "DNAJC30" "STX1A"
## [15519] "MIR4284" "ABHD11"
## [15521] "CLDN3" "CLDN4"
## [15523] "ELN" "LIMK1"
## [15525] "EIF4H" "MIR590"
## [15527] "LAT2" "RFC2"
## [15529] "CLIP2" "GTF2IRD1"
## [15531] "GTF2I" "NCF1"
## [15533] "GTF2IRD2" "STAG3L2"
## [15535] "PMS2P5" "GTF2IRD2B"
## [15537] "NCF1C" "STAG3L1"
## [15539] "NSUN5P1" "POM121C"
## [15541] "SPDYE5" "PMS2P3"
## [15543] "HIP1" "CCL26"
## [15545] "CCL24" "RHBDD2"
## [15547] "POR" "MIR4651"
## [15549] "SNORA14A" "TMEM120A"
## [15551] "STYXL1" "MDH2"
## [15553] "SRRM3" "HSPB1"
## [15555] "YWHAG" "ZP3"
## [15557] "DTX2" "UPK3B"
## [15559] "LOC100133091" "POMZP3"
## [15561] "DTX2P1-UPK3BP1-PMS2P11" "CCDC146"
## [15563] "FGL2" "PTPN12"
## [15565] "RSBN1L" "TMEM60"
## [15567] "PHTF2" "MAGI2"
## [15569] "RPL13AP17" "MAGI2-AS3"
## [15571] "GNAI1" "CD36"
## [15573] "SEMA3C" "HGF"
## [15575] "CACNA2D1" "PCLO"
## [15577] "SEMA3E" "SEMA3A"
## [15579] "SEMA3D" "GRM3"
## [15581] "KIAA1324L" "DMTF1"
## [15583] "TMEM243" "TP53TG1"
## [15585] "CROT" "ABCB4"
## [15587] "ABCB1" "RUNDC3B"
## [15589] "SLC25A40" "DBF4"
## [15591] "ADAM22" "SRI"
## [15593] "STEAP4" "STEAP1"
## [15595] "STEAP2" "GTPBP10"
## [15597] "CLDN12" "CDK14"
## [15599] "FZD1" "AKAP9"
## [15601] "CYP51A1" "LRRD1"
## [15603] "KRIT1" "ANKIB1"
## [15605] "GATAD1" "PEX1"
## [15607] "RBM48" "FAM133B"
## [15609] "CDK6" "SAMD9"
## [15611] "SAMD9L" "HEPACAM2"
## [15613] "CALCR" "TFPI2"
## [15615] "GNG11" "BET1"
## [15617] "COL1A2" "CASD1"
## [15619] "SGCE" "PEG10"
## [15621] "PPP1R9A" "PON1"
## [15623] "PON3" "PON2"
## [15625] "ASB4" "PDK4"
## [15627] "DYNC1I1" "SLC25A13"
## [15629] "DLX6-AS1" "DLX6"
## [15631] "DLX5" "TAC1"
## [15633] "ASNS" "LMTK2"
## [15635] "BHLHA15" "TECPR1"
## [15637] "BRI3" "BAIAP2L1"
## [15639] "NPTX2" "TMEM130"
## [15641] "TRRAP" "MIR3609"
## [15643] "SMURF1" "KPNA7"
## [15645] "MYH16" "ARPC1A"
## [15647] "ARPC1B" "PDAP1"
## [15649] "BUD31" "PTCD1"
## [15651] "CPSF4" "ZNF789"
## [15653] "ZNF394" "ZKSCAN5"
## [15655] "FAM200A" "ZNF655"
## [15657] "ZSCAN25" "CYP3A5"
## [15659] "CYP3A7" "CYP3A4"
## [15661] "CYP3A43" "TRIM4"
## [15663] "GJC3" "AZGP1"
## [15665] "ZKSCAN1" "ZSCAN21"
## [15667] "ZNF3" "COPS6"
## [15669] "MCM7" "MIR25"
## [15671] "MIR93" "MIR106B"
## [15673] "AP4M1" "TAF6"
## [15675] "CNPY4" "MBLAC1"
## [15677] "LAMTOR4" "C7orf43"
## [15679] "GAL3ST4" "GPC2"
## [15681] "STAG3" "PVRIG"
## [15683] "SPDYE3" "PMS2P1"
## [15685] "PILRB" "PILRA"
## [15687] "ZCWPW1" "MEPCE"
## [15689] "PPP1R35" "C7orf61"
## [15691] "TSC22D4" "NYAP1"
## [15693] "AGFG2" "SAP25"
## [15695] "LRCH4" "FBXO24"
## [15697] "PCOLCE-AS1" "PCOLCE"
## [15699] "MOSPD3" "TFR2"
## [15701] "GNB2" "GIGYF1"
## [15703] "POP7" "EPO"
## [15705] "EPHB4" "SLC12A9"
## [15707] "TRIP6" "SRRT"
## [15709] "UFSP1" "ACHE"
## [15711] "MUC12" "MUC17"
## [15713] "TRIM56" "SERPINE1"
## [15715] "AP1S1" "MIR4653"
## [15717] "VGF" "NAT16"
## [15719] "MOGAT3" "PLOD3"
## [15721] "ZNHIT1" "CLDN15"
## [15723] "FIS1" "COL26A1"
## [15725] "CUX1" "SH2B2"
## [15727] "SPDYE6" "LOC100289561"
## [15729] "PRKRIP1" "ORAI2"
## [15731] "ALKBH4" "LRWD1"
## [15733] "MIR4467" "POLR2J"
## [15735] "POLR2J3" "RASA4"
## [15737] "POLR2J2" "FAM185A"
## [15739] "FBXL13" "LRRC17"
## [15741] "ARMC10" "NAPEPLD"
## [15743] "RPL19P12" "DPY19L2P2"
## [15745] "PMPCB" "DNAJC2"
## [15747] "PSMC2" "SLC26A5"
## [15749] "RELN" "ORC5"
## [15751] "LHFPL3-AS2" "SRPK2"
## [15753] "PUS7" "RINT1"
## [15755] "EFCAB10" "ATXN7L1"
## [15757] "CDHR3" "SYPL1"
## [15759] "NAMPT" "CCDC71L"
## [15761] "PIK3CG" "PRKAR2B"
## [15763] "HBP1" "COG5"
## [15765] "DUS4L" "BCAP29"
## [15767] "SLC26A4-AS1" "SLC26A4"
## [15769] "CBLL1" "SLC26A3"
## [15771] "DLD" "LAMB1"
## [15773] "LAMB4" "NRCAM"
## [15775] "PNPLA8" "THAP5"
## [15777] "DNAJB9" "EIF3IP1"
## [15779] "IMMP2L" "LRRN3"
## [15781] "DOCK4" "ZNF277"
## [15783] "IFRD1" "TMEM168"
## [15785] "GPR85" "FOXP2"
## [15787] "MDFIC" "TFEC"
## [15789] "TES" "CAV2"
## [15791] "CAV1" "MET"
## [15793] "CAPZA2" "ST7-AS1"
## [15795] "ST7" "ST7-OT4"
## [15797] "WNT2" "CFTR"
## [15799] "CTTNBP2" "NAA38"
## [15801] "ANKRD7" "KCND2"
## [15803] "TSPAN12" "ING3"
## [15805] "CPED1" "WNT16"
## [15807] "FAM3C" "PTPRZ1"
## [15809] "AASS" "FEZF1"
## [15811] "FEZF1-AS1" "CADPS2"
## [15813] "RNF133" "RNF148"
## [15815] "SLC13A1" "IQUB"
## [15817] "NDUFA5" "WASL"
## [15819] "HYAL4" "GPR37"
## [15821] "POT1" "GRM8"
## [15823] "ZNF800" "GCC1"
## [15825] "ARF5" "FSCN3"
## [15827] "SND1" "SND1-IT1"
## [15829] "LRRC4" "MIR593"
## [15831] "LEP" "MGC27345"
## [15833] "RBM28" "PRRT4"
## [15835] "IMPDH1" "HILPDA"
## [15837] "METTL2B" "FAM71F2"
## [15839] "FAM71F1" "CALU"
## [15841] "OPN1SW" "CCDC136"
## [15843] "FLNC" "ATP6V1F"
## [15845] "KCP" "IRF5"
## [15847] "TNPO3" "TPI1P2"
## [15849] "LOC407835" "TSPAN33"
## [15851] "SMO" "AHCYL2"
## [15853] "STRIP2" "SMKR1"
## [15855] "NRF1" "UBE2H"
## [15857] "ZC3HC1" "KLHDC10"
## [15859] "TMEM209" "CPA2"
## [15861] "CPA4" "CPA5"
## [15863] "CEP41" "MEST"
## [15865] "MESTIT1" "COPG2"
## [15867] "KLF14" "MIR29A"
## [15869] "MIR29B1" "MKLN1"
## [15871] "PODXL" "PLXNA4"
## [15873] "CHCHD3" "EXOC4"
## [15875] "LRGUK" "SLC35B4"
## [15877] "AKR1B1" "AKR1B10"
## [15879] "AKR1B15" "BPGM"
## [15881] "CALD1" "AGBL3"
## [15883] "TMEM140" "WDR91"
## [15885] "CNOT4" "NUP205"
## [15887] "SLC13A4" "FAM180A"
## [15889] "PTN" "DGKI"
## [15891] "CREB3L2" "AKR1D1"
## [15893] "TRIM24" "SVOPL"
## [15895] "ATP6V0A4" "TMEM213"
## [15897] "KIAA1549" "ZC3HAV1L"
## [15899] "ZC3HAV1" "TTC26"
## [15901] "UBN2" "LUC7L2"
## [15903] "LOC100129148" "KLRG2"
## [15905] "CLEC2L" "HIPK2"
## [15907] "TBXAS1" "PARP12"
## [15909] "SLC37A3" "RAB19"
## [15911] "MKRN1" "DENND2A"
## [15913] "ADCK2" "NDUFB2-AS1"
## [15915] "NDUFB2" "BRAF"
## [15917] "MRPS33" "TMEM178B"
## [15919] "AGK" "KIAA1147"
## [15921] "WEE2" "SSBP1"
## [15923] "TAS2R3" "TAS2R4"
## [15925] "TAS2R5" "PRSS37"
## [15927] "CLEC5A" "MGAM"
## [15929] "PRSS1" "PRSS3P2"
## [15931] "EPHB6" "TRPV6"
## [15933] "KEL" "PIP"
## [15935] "GSTK1" "TMEM139"
## [15937] "CASP2" "CLCN1"
## [15939] "FAM131B" "ZYX"
## [15941] "EPHA1" "EPHA1-AS1"
## [15943] "LOC154761" "CTAGE4"
## [15945] "ARHGEF35" "OR2A20P"
## [15947] "OR2A7" "ARHGEF5"
## [15949] "TPK1" "CNTNAP2"
## [15951] "CUL1" "EZH2"
## [15953] "PDIA4" "ZNF786"
## [15955] "ZNF425" "ZNF398"
## [15957] "ZNF282" "ZNF212"
## [15959] "ZNF783" "LOC155060"
## [15961] "ZNF777" "ZNF746"
## [15963] "KRBA1" "ZNF467"
## [15965] "SSPO" "ZNF862"
## [15967] "ATP6V0E2-AS1" "ATP6V0E2"
## [15969] "ACTR3C" "LRRC61"
## [15971] "RARRES2" "REPIN1"
## [15973] "ZNF775" "LOC728743"
## [15975] "GIMAP8" "GIMAP7"
## [15977] "GIMAP4" "GIMAP6"
## [15979] "GIMAP2" "GIMAP1"
## [15981] "TMEM176B" "TMEM176A"
## [15983] "KCNH2" "NOS3"
## [15985] "ATG9B" "ABCB8"
## [15987] "ASIC3" "CDK5"
## [15989] "SLC4A2" "FASTK"
## [15991] "TMUB1" "AGAP3"
## [15993] "GBX1" "ABCF2"
## [15995] "CHPF2" "SMARCD3"
## [15997] "NUB1" "WDR86"
## [15999] "WDR86-AS1" "CRYGN"
## [16001] "RHEB" "PRKAG2"
## [16003] "PRKAG2-AS1" "GALNT11"
## [16005] "FABP5P3" "XRCC2"
## [16007] "ACTR3B" "DPP6"
## [16009] "PAXIP1" "INSIG1"
## [16011] "EN2" "CNPY1"
## [16013] "RBM33" "SHH"
## [16015] "LOC285889" "RNF32"
## [16017] "LMBR1" "NOM1"
## [16019] "MNX1" "UBE3C"
## [16021] "DNAJB6" "PTPRN2"
## [16023] "LOC100506585" "NCAPG2"
## [16025] "ESYT2" "WDR60"
## [16027] "LINC00689" "VIPR2"
## [16029] "RPL23AP53" "ZNF596"
## [16031] "FBXO25" "ERICH1"
## [16033] "DLGAP2" "CLN8"
## [16035] "ARHGEF10" "KBTBD11"
## [16037] "MYOM2" "CSMD1"
## [16039] "LOC100287015" "MCPH1"
## [16041] "ANGPT2" "AGPAT5"
## [16043] "XKR5" "DEFB1"
## [16045] "DEFA4" "FAM66B"
## [16047] "DEFB4A" "FAM66E"
## [16049] "FAM86B3P" "CLDN23"
## [16051] "MFHAS1" "ERI1"
## [16053] "PPP1R3B" "LOC157273"
## [16055] "TNKS" "MSRA"
## [16057] "RP1L1" "SOX7"
## [16059] "PINX1" "XKR6"
## [16061] "MTMR9" "SLC35G5"
## [16063] "TDH" "FAM167A"
## [16065] "BLK" "GATA4"
## [16067] "NEIL2" "FDFT1"
## [16069] "CTSB" "FAM66D"
## [16071] "FAM86B1" "FAM66A"
## [16073] "FAM90A25P" "FAM86B2"
## [16075] "LOC100506990" "LOC729732"
## [16077] "LONRF1" "DLC1"
## [16079] "C8orf48" "SGCZ"
## [16081] "TUSC3" "MSR1"
## [16083] "FGF20" "ZDHHC2"
## [16085] "CNOT7" "VPS37A"
## [16087] "MTMR7" "SLC7A2"
## [16089] "PDGFRL" "MTUS1"
## [16091] "FGL1" "PCM1"
## [16093] "ASAH1" "NAT1"
## [16095] "NAT2" "PSD3"
## [16097] "LOC100128993" "SH2D4A"
## [16099] "CSGALNACT1" "INTS10"
## [16101] "LPL" "SLC18A1"
## [16103] "ATP6V1B2" "LZTS1"
## [16105] "LZTS1-AS1" "GFRA2"
## [16107] "DOK2" "XPO7"
## [16109] "NPM2" "FGF17"
## [16111] "FAM160B2" "NUDT18"
## [16113] "HR" "REEP4"
## [16115] "LGI3" "SFTPC"
## [16117] "BMP1" "PHYHIP"
## [16119] "MIR320A" "POLR3D"
## [16121] "PIWIL2" "SLC39A14"
## [16123] "PPP3CC" "SORBS3"
## [16125] "PDLIM2" "C8orf58"
## [16127] "BIN3" "EGR3"
## [16129] "PEBP4" "RHOBTB2"
## [16131] "TNFRSF10B" "LOC286059"
## [16133] "LOC254896" "TNFRSF10C"
## [16135] "TNFRSF10D" "TNFRSF10A"
## [16137] "LOC389641" "CHMP7"
## [16139] "R3HCC1" "LOXL2"
## [16141] "LOC100507156" "ENTPD4"
## [16143] "SLC25A37" "NKX3-1"
## [16145] "STC1" "ADAM28"
## [16147] "ADAMDEC1" "NEFM"
## [16149] "NEFL" "DOCK5"
## [16151] "GNRH1" "KCTD9"
## [16153] "CDCA2" "EBF2"
## [16155] "PPP2R2A" "BNIP3L"
## [16157] "PNMA2" "DPYSL2"
## [16159] "STMN4" "TRIM35"
## [16161] "PTK2B" "CHRNA2"
## [16163] "EPHX2" "CLU"
## [16165] "SCARA3" "CCDC25"
## [16167] "ESCO2" "PBK"
## [16169] "SCARA5" "NUGGC"
## [16171] "ELP3" "PNOC"
## [16173] "ZNF395" "FBXO16"
## [16175] "FZD3" "EXTL3"
## [16177] "INTS9" "HMBOX1"
## [16179] "KIF13B" "DUSP4"
## [16181] "LINC00589" "LEPROTL1"
## [16183] "MBOAT4" "DCTN6"
## [16185] "RBPMS" "GTF2E2"
## [16187] "GSR" "UBXN8"
## [16189] "PPP2CB" "TEX15"
## [16191] "PURG" "WRN"
## [16193] "NRG1" "FUT10"
## [16195] "MAK16" "TTI2"
## [16197] "RNF122" "DUSP26"
## [16199] "UNC5D" "KCNU1"
## [16201] "ZNF703" "ERLIN2"
## [16203] "LOC728024" "BRF2"
## [16205] "RAB11FIP1" "EIF4EBP1"
## [16207] "ASH2L" "STAR"
## [16209] "LSM1" "BAG4"
## [16211] "DDHD2" "LETM2"
## [16213] "FGFR1" "TACC1"
## [16215] "PLEKHA2" "HTRA4"
## [16217] "TM2D2" "ADAM9"
## [16219] "ADAM32" "IDO1"
## [16221] "IDO2" "ZMAT4"
## [16223] "SFRP1" "GOLGA7"
## [16225] "GINS4" "ANK1"
## [16227] "KAT6A" "AP3M2"
## [16229] "PLAT" "IKBKB"
## [16231] "POLB" "VDAC3"
## [16233] "SLC20A2" "THAP1"
## [16235] "RNF170" "HOOK3"
## [16237] "FNTA" "HGSNAT"
## [16239] "LOC100287846" "CEBPD"
## [16241] "PRKDC" "MCM4"
## [16243] "UBE2V2" "EFCAB1"
## [16245] "SNAI2" "PXDNL"
## [16247] "PCMTD1" "ST18"
## [16249] "RB1CC1" "NPBWR1"
## [16251] "OPRK1" "ATP6V1H"
## [16253] "RGS20" "TCEA1"
## [16255] "LYPLA1" "MRPL15"
## [16257] "SOX17" "RP1"
## [16259] "TMEM68" "TGS1"
## [16261] "LYN" "RPS20"
## [16263] "SNORD54" "PLAG1"
## [16265] "CHCHD7" "SDR16C5"
## [16267] "PENK" "IMPAD1"
## [16269] "FAM110B" "UBXN2B"
## [16271] "CYP7A1" "SDCBP"
## [16273] "NSMAF" "TOX"
## [16275] "CA8" "RAB2A"
## [16277] "CHD7" "CLVS1"
## [16279] "ASPH" "MIR4470"
## [16281] "NKAIN3" "GGH"
## [16283] "TTPA" "YTHDF3"
## [16285] "BHLHE22" "CYP7B1"
## [16287] "ARMC1" "MTFR1"
## [16289] "PDE7A" "DNAJC5B"
## [16291] "TRIM55" "CRH"
## [16293] "RRS1" "ADHFE1"
## [16295] "MYBL1" "VCPIP1"
## [16297] "C8orf44" "SGK3"
## [16299] "PTTG3P" "MCMDC2"
## [16301] "SNHG6" "SNORD87"
## [16303] "TCF24" "PPP1R42"
## [16305] "COPS5" "CSPP1"
## [16307] "ARFGEF1" "CPA6"
## [16309] "PREX2" "C8orf34"
## [16311] "SULF1" "SLCO5A1"
## [16313] "NCOA2" "TRAM1"
## [16315] "LACTB2" "XKR9"
## [16317] "EYA1" "MSC"
## [16319] "TRPA1" "KCNB2"
## [16321] "TERF1" "SBSPON"
## [16323] "RPL7" "RDH10"
## [16325] "STAU2-AS1" "STAU2"
## [16327] "UBE2W" "TMEM70"
## [16329] "LY96" "JPH1"
## [16331] "GDAP1" "PI15"
## [16333] "CRISPLD1" "HNF4G"
## [16335] "ZFHX4" "PEX2"
## [16337] "PKIA" "ZC2HC1A"
## [16339] "IL7" "STMN2"
## [16341] "HEY1" "MRPS28"
## [16343] "TPD52" "ZBTB10"
## [16345] "ZNF704" "PAG1"
## [16347] "FABP5" "PMP2"
## [16349] "FABP4" "IMPA1"
## [16351] "SLC10A5" "ZFAND1"
## [16353] "CHMP4C" "SNX16"
## [16355] "LRRCC1" "E2F5"
## [16357] "C8orf59" "CA13"
## [16359] "CA1" "CA3"
## [16361] "CA2" "ATP6V0D2"
## [16363] "WWP1" "RMDN1"
## [16365] "CPNE3" "CNBD1"
## [16367] "DCAF4L2" "MMP16"
## [16369] "RIPK2" "OSGIN2"
## [16371] "NBN" "DECR1"
## [16373] "CALB1" "TMEM64"
## [16375] "NECAB1" "OTUD6B"
## [16377] "LRRC69" "SLC26A7"
## [16379] "RUNX1T1" "TRIQK"
## [16381] "LINC00535" "RBM12B"
## [16383] "RBM12B-AS1" "TMEM67"
## [16385] "MIR378D2" "PDP1"
## [16387] "CDH17" "GEM"
## [16389] "RAD54B" "LOC100288748"
## [16391] "ESRP1" "DPY19L4"
## [16393] "INTS8" "CCNE2"
## [16395] "TP53INP1" "NDUFAF6"
## [16397] "PLEKHF2" "C8orf37"
## [16399] "GDF6" "UQCRB"
## [16401] "PTDSS1" "SDC2"
## [16403] "CPQ" "TSPYL5"
## [16405] "MTDH" "LAPTM4B"
## [16407] "MATN2" "RPL30"
## [16409] "SNORA72" "POP1"
## [16411] "NIPAL2" "KCNS2"
## [16413] "STK3" "OSR2"
## [16415] "VPS13B" "COX6C"
## [16417] "RGS22" "FBXO43"
## [16419] "POLR2K" "SPAG1"
## [16421] "RNF19A" "ANKRD46"
## [16423] "SNX31" "PABPC1"
## [16425] "YWHAZ" "FLJ42969"
## [16427] "ZNF706" "GRHL2"
## [16429] "NCALD" "RRM2B"
## [16431] "UBR5" "KLF10"
## [16433] "AZIN1" "ATP6V1C1"
## [16435] "BAALC" "FZD6"
## [16437] "CTHRC1" "SLC25A32"
## [16439] "DCAF13" "RIMS2"
## [16441] "DCSTAMP" "DPYS"
## [16443] "LRP12" "ZFPM2"
## [16445] "OXR1" "ANGPT1"
## [16447] "RSPO2" "EIF3E"
## [16449] "EMC2" "TMEM74"
## [16451] "NUDCD1" "ENY2"
## [16453] "PKHD1L1" "EBAG9"
## [16455] "SYBU" "KCNV1"
## [16457] "CSMD3" "TRPS1"
## [16459] "LINC00536" "EIF3H"
## [16461] "UTP23" "RAD21"
## [16463] "RAD21-AS1" "AARD"
## [16465] "SLC30A8" "MED30"
## [16467] "EXT1" "SAMD12"
## [16469] "SAMD12-AS1" "TNFRSF11B"
## [16471] "COLEC10" "MAL2"
## [16473] "NOV" "ENPP2"
## [16475] "TAF2" "DSCC1"
## [16477] "DEPTOR" "COL14A1"
## [16479] "MRPL13" "MTBP"
## [16481] "SNTB1" "HAS2"
## [16483] "HAS2-AS1" "ZHX2"
## [16485] "DERL1" "FAM83A"
## [16487] "C8orf76" "ZHX1"
## [16489] "ATAD2" "WDYHV1"
## [16491] "FBXO32" "KLHL38"
## [16493] "ANXA13" "FAM91A1"
## [16495] "FER1L6" "TMEM65"
## [16497] "TRMT12" "RNF139"
## [16499] "TATDN1" "NDUFB9"
## [16501] "MTSS1" "ZNF572"
## [16503] "SQLE" "NSMCE2"
## [16505] "TRIB1" "FAM84B"
## [16507] "PCAT1" "POU5F1B"
## [16509] "MYC" "MIR1204"
## [16511] "PVT1" "MIR1206"
## [16513] "GSDMC" "FAM49B"
## [16515] "ASAP1" "ASAP1-IT1"
## [16517] "ADCY8" "EFR3A"
## [16519] "OC90" "KCNQ3"
## [16521] "LRRC6" "TMEM71"
## [16523] "PHF20L1" "TG"
## [16525] "SLA" "WISP1"
## [16527] "NDRG1" "ST3GAL1"
## [16529] "ZFAT" "KHDRBS3"
## [16531] "FAM135B" "COL22A1"
## [16533] "KCNK9" "TRAPPC9"
## [16535] "CHRAC1" "AGO2"
## [16537] "PTK2" "DENND3"
## [16539] "SLC45A4" "GPR20"
## [16541] "PTP4A3" "MROH5"
## [16543] "TSNARE1" "ARC"
## [16545] "JRK" "PSCA"
## [16547] "LY6K" "THEM6"
## [16549] "LYNX1" "LY6D"
## [16551] "LY6E" "C8orf31"
## [16553] "LY6H" "GPIHBP1"
## [16555] "ZFP41" "GLI4"
## [16557] "ZNF696" "TOP1MT"
## [16559] "RHPN1-AS1" "RHPN1"
## [16561] "MAFA" "ZC3H3"
## [16563] "GSDMD" "MROH6"
## [16565] "EEF1D" "TIGD5"
## [16567] "TSTA3" "ZNF623"
## [16569] "ZNF707" "BREA2"
## [16571] "MAPK15" "FAM83H"
## [16573] "MIR4664" "SCRIB"
## [16575] "PUF60" "NRBP2"
## [16577] "EPPK1" "PLEC"
## [16579] "MIR661" "PARP10"
## [16581] "GRINA" "SPATC1"
## [16583] "OPLAH" "EXOSC4"
## [16585] "GPAA1" "CYC1"
## [16587] "SHARPIN" "MAF1"
## [16589] "MROH1" "BOP1"
## [16591] "HSF1" "DGAT1"
## [16593] "TMEM249" "FBXL6"
## [16595] "SLC52A2" "ADCK5"
## [16597] "CPSF1" "SLC39A4"
## [16599] "VPS28" "TONSL"
## [16601] "CYHR1" "KIFC2"
## [16603] "FOXH1" "PPP1R16A"
## [16605] "GPT" "MFSD3"
## [16607] "RECQL4" "LRRC14"
## [16609] "LRRC24" "C8orf82"
## [16611] "ARHGAP39" "ZNF251"
## [16613] "ZNF34" "RPL8"
## [16615] "ZNF517" "ZNF7"
## [16617] "COMMD5" "ZNF250"
## [16619] "ZNF16" "ZNF252P"
## [16621] "TMED10P1" "ZNF252P-AS1"
## [16623] "C8orf33" "FOXD4"
## [16625] "CBWD1" "C9orf66"
## [16627] "DOCK8" "KANK1"
## [16629] "DMRT1" "DMRT2"
## [16631] "SMARCA2" "VLDLR"
## [16633] "KCNV2" "RFX3"
## [16635] "GLIS3" "GLIS3-AS1"
## [16637] "SLC1A1" "SPATA6L"
## [16639] "CDC37L1" "AK3"
## [16641] "RCL1" "JAK2"
## [16643] "INSL4" "RLN2"
## [16645] "RLN1" "PLGRKT"
## [16647] "CD274" "PDCD1LG2"
## [16649] "ERMP1" "MLANA"
## [16651] "KIAA2026" "RANBP6"
## [16653] "IL33" "TPD52L3"
## [16655] "UHRF2" "GLDC"
## [16657] "KDM4C" "PTPRD"
## [16659] "TYRP1" "LURAP1L"
## [16661] "MPDZ" "NFIB"
## [16663] "ZDHHC21" "FREM1"
## [16665] "TTC39B" "SNAPC3"
## [16667] "PSIP1" "CCDC171"
## [16669] "C9orf92" "BNC2"
## [16671] "CNTLN" "SH3GL2"
## [16673] "ADAMTSL1" "RRAGA"
## [16675] "HAUS6" "SCARNA8"
## [16677] "PLIN2" "DENND4C"
## [16679] "RPS6" "ACER2"
## [16681] "SLC24A2" "MLLT3"
## [16683] "FOCAD" "IFNB1"
## [16685] "IFNA22P" "IFNA5"
## [16687] "KLHL9" "IFNA1"
## [16689] "MIR31HG" "IFNE"
## [16691] "MIR31" "MTAP"
## [16693] "CDKN2A" "CDKN2B-AS1"
## [16695] "CDKN2B" "DMRTA1"
## [16697] "ELAVL2" "TUSC1"
## [16699] "CAAP1" "PLAA"
## [16701] "IFT74" "LRRC19"
## [16703] "TEK" "LINC00032"
## [16705] "EQTN" "MOB3B"
## [16707] "IFNK" "C9orf72"
## [16709] "LINGO2" "ACO1"
## [16711] "DDX58" "TOPORS"
## [16713] "NDUFB6" "TAF1L"
## [16715] "APTX" "DNAJA1"
## [16717] "SMU1" "B4GALT1"
## [16719] "SPINK4" "BAG1"
## [16721] "CHMP5" "NFX1"
## [16723] "AQP7" "AQP3"
## [16725] "NOL6" "SUGT1P1"
## [16727] "ANKRD18B" "ANXA2P2"
## [16729] "PTENP1" "PRSS3"
## [16731] "UBE2R2" "UBAP2"
## [16733] "SNORD121B" "DCAF12"
## [16735] "UBAP1" "KIF24"
## [16737] "NUDT2" "C9orf24"
## [16739] "FAM219A" "DNAI1"
## [16741] "ENHO" "CNTFR"
## [16743] "RPP25L" "DCTN3"
## [16745] "ARID3C" "SIGMAR1"
## [16747] "GALT" "IL11RA"
## [16749] "CCL27" "CCL19"
## [16751] "CCL21" "DNAJB5"
## [16753] "C9orf131" "VCP"
## [16755] "FANCG" "PIGO"
## [16757] "STOML2" "FAM214B"
## [16759] "UNC13B" "ATP8B5P"
## [16761] "RUSC2" "FAM166B"
## [16763] "TESK1" "CD72"
## [16765] "SIT1" "RMRP"
## [16767] "CCDC107" "ARHGEF39"
## [16769] "CA9" "TPM2"
## [16771] "TLN1" "CREB3"
## [16773] "GBA2" "RGP1"
## [16775] "MSMP" "NPR2"
## [16777] "SPAG8" "HINT2"
## [16779] "FAM221B" "TMEM8B"
## [16781] "HRCT1" "RECK"
## [16783] "GLIPR2" "CCIN"
## [16785] "CLTA" "GNE"
## [16787] "RNF38" "MELK"
## [16789] "ZCCHC7" "GRHPR"
## [16791] "ZBTB5" "POLR1E"
## [16793] "FBXO10" "TOMM5"
## [16795] "FRMPD1" "TRMT10B"
## [16797] "EXOSC3" "DCAF10"
## [16799] "SLC25A51" "SHB"
## [16801] "ALDH1B1" "IGFBPL1"
## [16803] "ANKRD18A" "FAM201A"
## [16805] "CNTNAP3" "ZNF658"
## [16807] "FAM95B1" "LOC286297"
## [16809] "LOC642929" "CNTNAP3B"
## [16811] "PTGER4P2-CDK2AP2P2" "AQP7P1"
## [16813] "PGM5P2" "LOC440896"
## [16815] "CBWD6" "ANKRD20A4"
## [16817] "CBWD3" "FOXD4L3"
## [16819] "PGM5-AS1" "PGM5"
## [16821] "TMEM252" "PIP5K1B"
## [16823] "FAM122A" "FXN"
## [16825] "TJP2" "BANCR"
## [16827] "FAM189A2" "APBA1"
## [16829] "PTAR1" "C9orf135"
## [16831] "MAMDC2" "SMC5"
## [16833] "KLF9" "TRPM3"
## [16835] "C9orf85" "C9orf57"
## [16837] "GDA" "ZFAND5"
## [16839] "TMC1" "ALDH1A1"
## [16841] "ANXA1" "RORB"
## [16843] "TRPM6" "C9orf40"
## [16845] "NMRK1" "OSTF1"
## [16847] "PCSK5" "RFK"
## [16849] "RPSAP9" "GCNT1"
## [16851] "PRUNE2" "VPS13A"
## [16853] "GNA14" "GNAQ"
## [16855] "CEP78" "PSAT1"
## [16857] "TLE4" "TLE1"
## [16859] "RASEF" "FRMD3"
## [16861] "IDNK" "UBQLN1"
## [16863] "GKAP1" "KIF27"
## [16865] "C9orf64" "HNRNPK"
## [16867] "MIR7-1" "RMI1"
## [16869] "SLC28A3" "NTRK2"
## [16871] "AGTPBP1" "LOC389765"
## [16873] "NAA35" "GOLM1"
## [16875] "C9orf153" "ISCA1"
## [16877] "GAS1" "LOC440173"
## [16879] "DAPK1" "CTSL3P"
## [16881] "SPATA31E1" "SPATA31C1"
## [16883] "CDK20" "SPIN1"
## [16885] "NXNL2" "C9orf47"
## [16887] "S1PR3" "SHC3"
## [16889] "CKS2" "MIR3153"
## [16891] "SECISBP2" "SEMA4D"
## [16893] "GADD45G" "DIRAS2"
## [16895] "SYK" "LOC100129316"
## [16897] "AUH" "NFIL3"
## [16899] "ROR2" "SPTLC1"
## [16901] "LOC100128076" "LINC00475"
## [16903] "IARS" "NOL8"
## [16905] "CENPP" "OGN"
## [16907] "OMD" "ASPN"
## [16909] "ECM2" "IPPK"
## [16911] "LOC100128361" "BICD2"
## [16913] "ANKRD19P" "ZNF484"
## [16915] "FGD3" "SUSD3"
## [16917] "NINJ1" "WNK2"
## [16919] "C9orf129" "FAM120AOS"
## [16921] "FAM120A" "PHF2"
## [16923] "BARX1" "PTPDC1"
## [16925] "MIRLET7A1" "MIRLET7F1"
## [16927] "MIRLET7D" "ZNF169"
## [16929] "LOC100132077" "FBP2"
## [16931] "FBP1" "C9orf3"
## [16933] "MIR23B" "MIR27B"
## [16935] "MIR3074" "MIR24-1"
## [16937] "FANCC" "PTCH1"
## [16939] "LOC100507346" "LINC00476"
## [16941] "ERCC6L2" "LINC00092"
## [16943] "LOC158435" "LOC158434"
## [16945] "HSD17B3" "SLC35D2"
## [16947] "ZNF367" "HABP4"
## [16949] "CDC14B" "LOC441455"
## [16951] "ZNF510" "ZNF782"
## [16953] "LOC100132781" "LOC441454"
## [16955] "TDRD7" "TMOD1"
## [16957] "TSTD2" "NCBP1"
## [16959] "XPA" "FOXE1"
## [16961] "HEMGN" "ANP32B"
## [16963] "NANS" "TRIM14"
## [16965] "CORO2A" "TBC1D2"
## [16967] "GABBR2" "ANKS6"
## [16969] "GALNT12" "COL15A1"
## [16971] "TGFBR1" "ALG2"
## [16973] "SEC61B" "NR4A3"
## [16975] "STX17" "ERP44"
## [16977] "INVS" "TEX10"
## [16979] "MSANTD3" "TMEFF1"
## [16981] "BAAT" "MRPL50"
## [16983] "ZNF189" "ALDOB"
## [16985] "TMEM246" "RNF20"
## [16987] "GRIN3A" "PPP3R2"
## [16989] "CYLC2" "SMC2"
## [16991] "NIPSNAP3A" "NIPSNAP3B"
## [16993] "ABCA1" "SLC44A1"
## [16995] "FSD1L" "FKTN"
## [16997] "TAL2" "TMEM38B"
## [16999] "ZNF462" "RAD23B"
## [17001] "KLF4" "FAM206A"
## [17003] "CTNNAL1" "TMEM245"
## [17005] "FRRS1L" "EPB41L4B"
## [17007] "PTPN3" "PALM2"
## [17009] "AKAP2" "C9orf152"
## [17011] "TXN" "SVEP1"
## [17013] "MUSK" "LPAR1"
## [17015] "ZNF483" "PTGR1"
## [17017] "DNAJC25" "GNG10"
## [17019] "C9orf84" "UGCG"
## [17021] "MIR4668" "SUSD1"
## [17023] "PTBP3" "HSDL2"
## [17025] "KIAA1958" "INIP"
## [17027] "SNX30" "SLC46A2"
## [17029] "ZNF883" "ZFP37"
## [17031] "FAM225B" "FAM225A"
## [17033] "SLC31A2" "FKBP15"
## [17035] "SLC31A1" "CDC26"
## [17037] "PRPF4" "RNF183"
## [17039] "WDR31" "BSPRY"
## [17041] "HDHD3" "ALAD"
## [17043] "POLE3" "C9orf43"
## [17045] "RGS3" "ZNF618"
## [17047] "AMBP" "KIF12"
## [17049] "COL27A1" "ORM1"
## [17051] "ORM2" "AKNA"
## [17053] "ATP6V1G1" "TNFSF15"
## [17055] "TNFSF8" "TNC"
## [17057] "DEC1" "PAPPA"
## [17059] "ASTN2" "TRIM32"
## [17061] "TLR4" "CDK5RAP2"
## [17063] "MEGF9" "FBXW2"
## [17065] "PSMD5" "PHF19"
## [17067] "TRAF1" "C5"
## [17069] "CNTRL" "RAB14"
## [17071] "GSN" "STOM"
## [17073] "GGTA1P" "DAB2IP"
## [17075] "TTLL11" "NDUFA8"
## [17077] "MORN5" "LHX6"
## [17079] "RBM18" "MRRF"
## [17081] "PTGS1" "OR1J1"
## [17083] "OR1Q1" "PDCL"
## [17085] "RC3H2" "ZBTB6"
## [17087] "ZBTB26" "RABGAP1"
## [17089] "MIR600HG" "STRBP"
## [17091] "CRB2" "DENND1A"
## [17093] "LHX2" "NEK6"
## [17095] "PSMB7" "LOC100129034"
## [17097] "NR5A1" "NR6A1"
## [17099] "MIR181A2HG" "OLFML2A"
## [17101] "WDR38" "RPL35"
## [17103] "ARPC5L" "GOLGA1"
## [17105] "SCAI" "PPP6C"
## [17107] "RABEPK" "HSPA5"
## [17109] "GAPVD1" "MAPKAP1"
## [17111] "PBX3" "MVB12B"
## [17113] "LMX1B" "ZBTB43"
## [17115] "ZBTB34" "RALGPS1"
## [17117] "ANGPTL2" "GARNL3"
## [17119] "SLC2A8" "ZNF79"
## [17121] "RPL12" "SNORA65"
## [17123] "LRSAM1" "FAM129B"
## [17125] "STXBP1" "MIR3911"
## [17127] "PTRH1" "TTC16"
## [17129] "TOR2A" "SH2D3C"
## [17131] "MIR3960" "CDK9"
## [17133] "FPGS" "ENG"
## [17135] "AK1" "ST6GALNAC6"
## [17137] "ST6GALNAC4" "PIP5KL1"
## [17139] "DPM2" "FAM102A"
## [17141] "NAIF1" "SLC25A25"
## [17143] "PTGES2" "LCN2"
## [17145] "C9orf16" "CIZ1"
## [17147] "DNM1" "GOLGA2"
## [17149] "SWI5" "TRUB2"
## [17151] "COQ4" "SLC27A4"
## [17153] "URM1" "CERCAM"
## [17155] "ODF2" "GLE1"
## [17157] "SPTAN1" "WDR34"
## [17159] "SET" "PKN3"
## [17161] "ZDHHC12" "LOC100506100"
## [17163] "ZER1" "TBC1D13"
## [17165] "ENDOG" "LRRC8A"
## [17167] "PHYHD1" "DOLK"
## [17169] "NUP188" "SH3GLB2"
## [17171] "DOLPP1" "CRAT"
## [17173] "IER5L" "C9orf50"
## [17175] "NTMT1" "ASB6"
## [17177] "PRRX2" "PTGES"
## [17179] "TOR1B" "TOR1A"
## [17181] "C9orf78" "USP20"
## [17183] "FNBP1" "GPR107"
## [17185] "NCS1" "ASS1"
## [17187] "LOC100272217" "FUBP3"
## [17189] "PRDM12" "EXOSC2"
## [17191] "ABL1" "QRFP"
## [17193] "FIBCD1" "LAMC3"
## [17195] "AIF1L" "NUP214"
## [17197] "FAM78A" "PRRC2B"
## [17199] "POMT1" "UCK1"
## [17201] "RAPGEF1" "MED27"
## [17203] "NTNG2" "SETX"
## [17205] "TTF1" "DDX31"
## [17207] "GTF3C4" "AK8"
## [17209] "TSC1" "GFI1B"
## [17211] "GTF3C5" "CEL"
## [17213] "RALGDS" "GBGT1"
## [17215] "ABO" "SURF6"
## [17217] "MED22" "RPL7A"
## [17219] "SNORD24" "SNORD36B"
## [17221] "SNORD36A" "SNORD36C"
## [17223] "SURF1" "SURF2"
## [17225] "SURF4" "REXO4"
## [17227] "ADAMTS13" "CACFD1"
## [17229] "SLC2A6" "ADAMTSL2"
## [17231] "DBH" "SARDH"
## [17233] "VAV2" "BRD3"
## [17235] "WDR5" "RNU6ATAC"
## [17237] "RXRA" "COL5A1"
## [17239] "FCN1" "OLFM1"
## [17241] "PPP1R26" "C9orf116"
## [17243] "MRPS2" "LCN1"
## [17245] "PAEP" "KCNT1"
## [17247] "CAMSAP1" "UBAC1"
## [17249] "NACC2" "LHX3"
## [17251] "QSOX2" "DKFZP434A062"
## [17253] "GPSM1" "DNLZ"
## [17255] "CARD9" "SNAPC4"
## [17257] "PMPCA" "INPP5E"
## [17259] "SEC16A" "C9orf163"
## [17261] "NOTCH1" "MIR4674"
## [17263] "EGFL7" "MIR126"
## [17265] "AGPAT2" "FAM69B"
## [17267] "SNHG7" "LCN10"
## [17269] "LCN6" "LOC100128593"
## [17271] "LCN15" "TMEM141"
## [17273] "RABL6" "MIR4292"
## [17275] "PHPT1" "MAMDC4"
## [17277] "EDF1" "TRAF2"
## [17279] "MIR4479" "FBXW5"
## [17281] "C8G" "LCN12"
## [17283] "PTGDS" "LCNL1"
## [17285] "CLIC3" "ABCA2"
## [17287] "C9orf139" "FUT7"
## [17289] "NPDC1" "ENTPD2"
## [17291] "SAPCD2" "UAP1L1"
## [17293] "MAN1B1" "DPP7"
## [17295] "GRIN1" "LRRC26"
## [17297] "ANAPC2" "SSNA1"
## [17299] "TPRN" "TMEM203"
## [17301] "NDOR1" "RNF208"
## [17303] "RNF224" "SLC34A3"
## [17305] "TUBB4B" "FAM166A"
## [17307] "NELFB" "TOR4A"
## [17309] "NRARP" "EXD3"
## [17311] "NOXA1" "ENTPD8"
## [17313] "NSMF" "PNPLA7"
## [17315] "MRPL41" "ZMYND19"
## [17317] "ARRDC1" "EHMT1"
## [17319] "CACNA1B" "TUBBP5"
## [17321] "FAM157B" "PLCXD1"
## [17323] "GTPBP6" "LINC00685"
## [17325] "PPP2R3B" "CRLF2"
## [17327] "CSF2RA" "IL3RA"
## [17329] "SLC25A6" "ASMTL-AS1"
## [17331] "ASMTL" "P2RY8"
## [17333] "AKAP17A" "ASMT"
## [17335] "DHRSX" "ZBED1"
## [17337] "CD99P1" "LINC00102"
## [17339] "CD99" "XG"
## [17341] "GYG2" "ARSD"
## [17343] "ARSE" "ARSH"
## [17345] "MXRA5" "PRKX"
## [17347] "LOC389906" "NLGN4X"
## [17349] "MIR4767" "STS"
## [17351] "PNPLA4" "FAM9B"
## [17353] "TBL1X" "GPR143"
## [17355] "SHROOM2" "WWC3"
## [17357] "CLCN4" "MID1"
## [17359] "HCCS" "ARHGAP6"
## [17361] "MSL3" "FRMPD4"
## [17363] "PRPS2" "TLR7"
## [17365] "TLR8-AS1" "TLR8"
## [17367] "TMSB4X" "EGFL6"
## [17369] "TCEANC" "RAB9A"
## [17371] "TRAPPC2" "OFD1"
## [17373] "GPM6B" "GEMIN8"
## [17375] "FANCB" "MOSPD2"
## [17377] "ASB9" "ASB11"
## [17379] "PIGA" "PIR-FIGF"
## [17381] "PIR" "BMX"
## [17383] "ACE2" "CA5BP1"
## [17385] "CA5B" "ZRSR2"
## [17387] "AP1S2" "GRPR"
## [17389] "CTPS2" "SYAP1"
## [17391] "TXLNG" "RBBP7"
## [17393] "REPS2" "NHS"
## [17395] "MIR4768" "SCML1"
## [17397] "RAI2" "SCML2"
## [17399] "CDKL5" "RS1"
## [17401] "PPEF1" "PHKA2-AS1"
## [17403] "PHKA2" "PDHA1"
## [17405] "MAP3K15" "SH3KBP1"
## [17407] "LOC729609" "MAP7D2"
## [17409] "MIR23C" "EIF1AX"
## [17411] "SCARNA9L" "RPS6KA3"
## [17413] "CNKSR2" "KLHL34"
## [17415] "SMPX" "MBTPS2"
## [17417] "YY2" "SMS"
## [17419] "PHEX" "PTCHD1"
## [17421] "PRDX4" "ACOT9"
## [17423] "SAT1" "APOO"
## [17425] "CXorf58" "KLHL15"
## [17427] "EIF2S3" "ZFX-AS1"
## [17429] "ZFX" "PDK3"
## [17431] "PCYT1B" "POLA1"
## [17433] "SCARNA23" "ARX"
## [17435] "MAGEB6" "MAGEB5"
## [17437] "IL1RAPL1" "NR0B1"
## [17439] "CXorf21" "GK"
## [17441] "TAB3" "DMD"
## [17443] "TMEM47" "PRRG1"
## [17445] "LANCL3" "XK"
## [17447] "CYBB" "DYNLT3"
## [17449] "SYTL5" "SRPX"
## [17451] "RPGR" "OTC"
## [17453] "TSPAN7" "MID1IP1"
## [17455] "BCOR" "ATP6AP2"
## [17457] "CXorf38" "MED14"
## [17459] "USP9X" "DDX3X"
## [17461] "CASK" "GPR34"
## [17463] "MAOA" "MAOB"
## [17465] "NDP" "EFHC2"
## [17467] "FUNDC1" "KDM6A"
## [17469] "CXorf36" "MIR221"
## [17471] "MIR222" "KRBOX4"
## [17473] "ZNF674" "ZNF674-AS1"
## [17475] "CHST7" "SLC9A7"
## [17477] "RP2" "RGN"
## [17479] "NDUFB11" "RBM10"
## [17481] "UBA1" "INE1"
## [17483] "CDK16" "USP11"
## [17485] "ZNF157" "ZNF41"
## [17487] "ARAF" "SYN1"
## [17489] "TIMP1" "CFP"
## [17491] "ELK1" "UXT"
## [17493] "ZNF81" "ZNF182"
## [17495] "ZNF630" "SLC38A5"
## [17497] "FTSJ1" "PORCN"
## [17499] "EBP" "TBC1D25"
## [17501] "RBM3" "WDR13"
## [17503] "WAS" "SUV39H1"
## [17505] "GLOD5" "GATA1"
## [17507] "HDAC6" "ERAS"
## [17509] "PCSK1N" "TIMM17B"
## [17511] "PQBP1" "SLC35A2"
## [17513] "PIM2" "OTUD5"
## [17515] "KCND1" "GRIPAP1"
## [17517] "TFE3" "CCDC120"
## [17519] "PRAF2" "WDR45"
## [17521] "GPKOW" "MAGIX"
## [17523] "PLP2" "PRICKLE3"
## [17525] "SYP" "CACNA1F"
## [17527] "CCDC22" "FOXP3"
## [17529] "PPP1R3F" "GAGE10"
## [17531] "PAGE1" "USP27X"
## [17533] "CLCN5" "CCNB3"
## [17535] "SHROOM4" "NUDT10"
## [17537] "NUDT11" "GSPT2"
## [17539] "MAGED1" "XAGE3"
## [17541] "FAM156A" "GPR173"
## [17543] "TSPYL2" "KDM5C"
## [17545] "IQSEC2" "SMC1A"
## [17547] "RIBC1" "HSD17B10"
## [17549] "HUWE1" "MIR98"
## [17551] "PHF8" "FAM120C"
## [17553] "WNK3" "TSR2"
## [17555] "FGD1" "GNL3L"
## [17557] "ITIH6" "MAGED2"
## [17559] "SNORA11" "TRO"
## [17561] "PFKFB1" "APEX2"
## [17563] "ALAS2" "PAGE2B"
## [17565] "FAM104B" "PAGE3"
## [17567] "MAGEH1" "USP51"
## [17569] "RRAGB" "KLF8"
## [17571] "UBQLN2" "UQCRBP1"
## [17573] "SPIN3" "SPIN2B"
## [17575] "SPIN2A" "FAAH2"
## [17577] "ZXDB" "ZXDA"
## [17579] "SPIN4" "ARHGEF9"
## [17581] "AMER1" "ASB12"
## [17583] "MTMR8" "ZC4H2"
## [17585] "ZC3H12B" "LAS1L"
## [17587] "MSN" "MIR223"
## [17589] "VSIG4" "HEPH"
## [17591] "EDA2R" "AR"
## [17593] "OPHN1" "YIPF6"
## [17595] "STARD8" "EFNB1"
## [17597] "PJA1" "FAM155B"
## [17599] "EDA" "AWAT2"
## [17601] "IGBP1" "P2RY4"
## [17603] "ARR3" "RAB41"
## [17605] "PDZD11" "KIF4A"
## [17607] "GDPD2" "DLG3"
## [17609] "SNX12" "FOXO4"
## [17611] "CXorf65" "IL2RG"
## [17613] "MED12" "NLGN3"
## [17615] "GJB1" "ZMYM3"
## [17617] "NONO" "ITGB1BP2"
## [17619] "TAF1" "INGX"
## [17621] "OGT" "CXCR3"
## [17623] "NHSL2" "FLJ44635"
## [17625] "PIN4" "ERCC6L"
## [17627] "RPS4X" "CITED1"
## [17629] "HDAC8" "PHKA1"
## [17631] "NAP1L2" "MAP2K4P1"
## [17633] "CHIC1" "TSIX"
## [17635] "XIST" "JPX"
## [17637] "FTX" "MIR421"
## [17639] "MIR374B" "SLC16A2"
## [17641] "RLIM" "ABCB7"
## [17643] "UPRT" "ZDHHC15"
## [17645] "TTC3P1" "PBDC1"
## [17647] "MAGEE1" "ATRX"
## [17649] "MAGT1" "COX7B"
## [17651] "ATP7A" "PGAM4"
## [17653] "PGK1" "TAF9B"
## [17655] "CYSLTR1" "LPAR4"
## [17657] "P2RY10" "GPR174"
## [17659] "ITM2A" "BRWD3"
## [17661] "HMGN5" "SH3BGRL"
## [17663] "RPS6KA6" "HDX"
## [17665] "APOOL" "SATL1"
## [17667] "ZNF711" "POF1B"
## [17669] "CHM" "DACH2"
## [17671] "KLHL4" "PABPC5"
## [17673] "PCDH11X" "NAP1L3"
## [17675] "FAM133A" "DIAPH2"
## [17677] "RPA4" "PCDH19"
## [17679] "TSPAN6" "SRPX2"
## [17681] "SYTL4" "CSTF2"
## [17683] "NOX1" "XKRX"
## [17685] "ARL13A" "TRMT2B"
## [17687] "CENPI" "DRP2"
## [17689] "TAF7L" "TIMM8A"
## [17691] "BTK" "RPL36A"
## [17693] "GLA" "HNRNPH2"
## [17695] "ARMCX4" "ARMCX1"
## [17697] "ARMCX6" "ARMCX3"
## [17699] "ARMCX2" "ZMAT1"
## [17701] "TCEAL2" "BEX5"
## [17703] "TMSB15A" "ARMCX5"
## [17705] "ARMCX5-GPRASP2" "GPRASP1"
## [17707] "GPRASP2" "BHLHB9"
## [17709] "LINC00630" "RAB40AL"
## [17711] "BEX1" "NXF3"
## [17713] "BEX4" "TCEAL8"
## [17715] "BEX2" "TCEAL7"
## [17717] "RAB40A" "TCEAL4"
## [17719] "TCEAL3" "TCEAL1"
## [17721] "MORF4L2" "MORF4L2-AS1"
## [17723] "TMEM31" "PLP1"
## [17725] "RAB9B" "TMSB15B"
## [17727] "H2BFXP" "SLC25A53"
## [17729] "ZCCHC18" "LOC286437"
## [17731] "FAM199X" "ESX1"
## [17733] "IL1RAPL2" "NRK"
## [17735] "MUM1L1" "CXorf57"
## [17737] "RNF128" "TBC1D8B"
## [17739] "RIPPLY1" "CLDN2"
## [17741] "MORC4" "RBM41"
## [17743] "NUP62CL" "PIH1D3"
## [17745] "PRPS1" "TSC22D3"
## [17747] "MID2" "VSIG1"
## [17749] "PSMD10" "ATG4A"
## [17751] "COL4A6" "COL4A5"
## [17753] "GUCY2F" "NXT2"
## [17755] "ACSL4" "TMEM164"
## [17757] "AMMECR1" "CHRDL1"
## [17759] "PAK3" "CAPN6"
## [17761] "DCX" "ALG13"
## [17763] "LHFPL1" "AMOT"
## [17765] "HTR2C" "IL13RA2"
## [17767] "LRCH2" "LUZP4"
## [17769] "PLS3" "AGTR2"
## [17771] "SLC6A14" "KLHL13"
## [17773] "WDR44" "DOCK11"
## [17775] "IL13RA1" "ZCCHC12"
## [17777] "LONRF3" "PGRMC1"
## [17779] "SLC25A43" "SLC25A5-AS1"
## [17781] "SLC25A5" "CXorf56"
## [17783] "UBE2A" "NKRF"
## [17785] "SEPT6" "SOWAHD"
## [17787] "RPL39" "SNORA69"
## [17789] "UPF3B" "RNF113A"
## [17791] "NDUFA1" "AKAP14"
## [17793] "NKAP" "RHOXF1"
## [17795] "NKAPP1" "ZBTB33"
## [17797] "TMEM255A" "LAMP2"
## [17799] "CUL4B" "MCTS1"
## [17801] "C1GALT1C1" "GLUD2"
## [17803] "GRIA3" "THOC2"
## [17805] "XIAP" "STAG2"
## [17807] "SH2D1A" "TENM1"
## [17809] "DCAF12L2" "SMARCA1"
## [17811] "OCRL" "APLN"
## [17813] "XPNPEP2" "SASH3"
## [17815] "ZDHHC9" "UTP14A"
## [17817] "BCORL1" "ELF4"
## [17819] "AIFM1" "RAB33A"
## [17821] "ZNF280C" "SLC25A14"
## [17823] "RBMX2" "ENOX2"
## [17825] "IGSF1" "RAP2C"
## [17827] "MBNL3" "HS6ST2"
## [17829] "GPC4" "GPC3"
## [17831] "CCDC160" "PHF6"
## [17833] "HPRT1" "MIR503"
## [17835] "LINC00629" "PLAC1"
## [17837] "FAM122B" "FAM122C"
## [17839] "MOSPD1" "SMIM10"
## [17841] "ZNF75D" "ZNF449"
## [17843] "CT45A5" "MMGT1"
## [17845] "SLC9A6" "FHL1"
## [17847] "MAP7D3" "HTATSF1"
## [17849] "VGLL1" "CD40LG"
## [17851] "ARHGEF6" "RBMX"
## [17853] "FGF13" "MCF2"
## [17855] "ATP11C" "LOC389895"
## [17857] "CDR1" "LDOC1"
## [17859] "SPANXA2-OT1" "MAGEC2"
## [17861] "SLITRK4" "UBE2NL"
## [17863] "SLITRK2" "FMR1-AS1"
## [17865] "FMR1" "AFF2"
## [17867] "IDS" "CXorf40A"
## [17869] "TMEM185A" "MAGEA8"
## [17871] "CXorf40B" "MAMLD1"
## [17873] "MTM1" "MTMR1"
## [17875] "CD99L2" "HMGB3"
## [17877] "VMA21" "GABRE"
## [17879] "MAGEA10" "GABRA3"
## [17881] "GABRQ" "MAGEA6"
## [17883] "CETN2" "NSDHL"
## [17885] "ZNF185" "PNMA5"
## [17887] "PNMA3" "MAGEA1"
## [17889] "ZNF275" "ZFP92"
## [17891] "TREX2" "HAUS7"
## [17893] "BGN" "ATP2B3"
## [17895] "DUSP9" "PNCK"
## [17897] "SLC6A8" "BCAP31"
## [17899] "ABCD1" "PLXNB3"
## [17901] "SRPK3" "IDH3G"
## [17903] "SSR4" "PDZD4"
## [17905] "L1CAM" "AVPR2"
## [17907] "ARHGAP4" "NAA10"
## [17909] "RENBP" "HCFC1"
## [17911] "TMEM187" "IRAK1"
## [17913] "MECP2" "TKTL1"
## [17915] "FLNA" "EMD"
## [17917] "RPL10" "SNORA70"
## [17919] "DNASE1L1" "TAZ"
## [17921] "ATP6AP1" "GDI1"
## [17923] "FAM50A" "PLXNA3"
## [17925] "LAGE3" "UBL4A"
## [17927] "SLC10A3" "FAM3A"
## [17929] "G6PD" "IKBKG"
## [17931] "GAB3" "DKC1"
## [17933] "SNORA56" "MPP1"
## [17935] "F8" "F8A1"
## [17937] "FUNDC2" "CMC4"
## [17939] "MTCP1" "BRCC3"
## [17941] "VBP1" "RAB39B"
## [17943] "CLIC2" "TMLHE-AS1"
## [17945] "TMLHE" "SPRY3"
## [17947] "VAMP7" "IL9R"
## [17949] "RPS4Y1" "ZFY"
## [17951] "LINC00278" "PRKY"
## [17953] "GYG2P1" "TTTY15"
## [17955] "USP9Y" "DDX3Y"
## [17957] "UTY" "TMSB4Y"
## [17959] "NLGN4Y" "TTTY14"
## [17961] "CD24" "BCORP1"
## [17963] "KDM5D" "EIF1AY"plot(hclust(dist(t(cell24_4)),method="complete"))
cell24_4_filt<-(cell24_4[apply(cell24_4==0,1,mean)<0.1,])
pca<-prcomp(t(cell24_4_filt))
plot(pca)
{plot(pca$x[,1],pca$x[,2])
points(pca$x[1:14,1],pca$x[1:14,2],col=2,pch=2)
points(pca$x[15:28,1],pca$x[15:28,2],col=3,pch=2)
}
which(pca$x[,1]< -100)## named integer(0)which(pca$x[,1]< -20)## S5_A549_Mock_1 S5_A549_Mock_2 S5_A549_Mock_3
## 1 2 3
## S6_A549.ACE2_Mock_1 S6_A549.ACE2_Mock_2 S6_A549.ACE2_Mock_3
## 4 5 6
## S7_Calu3_Mock_1 S7_Calu3_Mock_2 S7_Calu3_Mock_3
## 7 8 9
## S16_A549.ACE2_Mock_1 S16_A549.ACE2_Mock_2 S16_A549.ACE2_Mock_3
## 10 11 12
## S5_A549_CoV.2_1 S5_A549_CoV.2_2 S5_A549_CoV.2_3
## 15 16 17
## S6_A549.ACE2_CoV.2_1 S6_A549.ACE2_CoV.2_2 S6_A549.ACE2_CoV.2_3
## 18 19 20
## S7_Calu3_CoV.2_3 S16_A549.ACE2_CoV.2_1 S16_A549.ACE2_CoV.2_2
## 23 24 25
## S16_A549.ACE2_CoV.2_3
## 26which(pca$x[,1]< 0)## S5_A549_Mock_1 S5_A549_Mock_2 S5_A549_Mock_3
## 1 2 3
## S6_A549.ACE2_Mock_1 S6_A549.ACE2_Mock_2 S6_A549.ACE2_Mock_3
## 4 5 6
## S7_Calu3_Mock_1 S7_Calu3_Mock_2 S7_Calu3_Mock_3
## 7 8 9
## S16_A549.ACE2_Mock_1 S16_A549.ACE2_Mock_2 S16_A549.ACE2_Mock_3
## 10 11 12
## S5_A549_CoV.2_1 S5_A549_CoV.2_2 S5_A549_CoV.2_3
## 15 16 17
## S6_A549.ACE2_CoV.2_1 S6_A549.ACE2_CoV.2_2 S6_A549.ACE2_CoV.2_3
## 18 19 20
## S7_Calu3_CoV.2_1 S7_Calu3_CoV.2_2 S7_Calu3_CoV.2_3
## 21 22 23
## S16_A549.ACE2_CoV.2_1 S16_A549.ACE2_CoV.2_2 S16_A549.ACE2_CoV.2_3
## 24 25 26bat <-
as.data.frame(cbind(
colnames(cell24_4_filt),
c(
rep(1, 3),
rep(2, 3),
rep(3, 3),
rep(4, 3),
rep(5, 2),
rep(1, 3),
rep(2, 3),
rep(3, 3),
rep(4, 3),
rep(5, 2)
),
c(rep(1, 14), rep(2, 14))
))
mod<-model.matrix(~as.factor(bat[,3]), data=bat)
combat_cell24_4<-ComBat(dat = as.matrix(cell24_4_filt,),batch = (bat[,2]),mod=mod,par.prior = T)## Found5batches## Adjusting for1covariate(s) or covariate level(s)## Standardizing Data across genes## Fitting L/S model and finding priors## Finding parametric adjustments## Adjusting the Data##PCA post combat
pca<-prcomp(t(combat_cell24_4))
plot(pca)
{plot(pca$x[,1],pca$x[,2])
points(pca$x[1:14,1],pca$x[1:14,2], main="Top 2 PCs",col=2)
points(pca$x[15:28,1],pca$x[15:28,2], main="Top 2 PCs",col=3)
}
which(pca$x[,1]< -50)## S7_Calu3_Mock_2 S16_A549.ACE2_Mock_1 S16_A549.ACE2_Mock_3
## 8 10 12
## S15_COV2_1
## 28which(pca$x[,2]< -50)## S15_Healthy_2
## 13c_mock<-as.matrix(combat_cell24_4[,c(1:12)])
c_cov<-as.matrix(combat_cell24_4[,c(15:26)])
test<-as.matrix(combat_cell24_4[,c(13:14,27:28)])
trainingLabela <- list(control=list(mock=1:12),cov=13:24)
basedir<-getwd()
sub_dir <- paste(basedir,paste("cov", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
trainingData = cbind(c_mock, c_cov),
testData = test,
trainingLabel = trainingLabela,
geneList = NULL,
n_sigGene = 25,
adaptive_B = T,
adaptive_S = F,
outputDir = sub_dir,
p_beta = 0.01,
theta0 = 0.05,
theta1 = 0.9,
iter = 2000,
burn_in = 1000)## Performing QC on the input data...## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!## Generating starting/prior values for model parameters...## Gene selection on cov pathway...## | 0% 50% 100% |## Estimating model parameters in the training dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Estimating model parameters in the test dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Outputing results...#use series 15 to test positive
cell5_6_7_16_15<-read.table("56716_15positive.txt",header=TRUE)
write.csv(cell5_6_7_16_15,"cell5_6_7_16_15.csv")
mock_cov<-read.csv("cell5_6_7_16_15.csv", header = TRUE)
mock_cov<-(log2(data.frame(mock_cov,check.names = F, row.names=1)+1))
mock_cov_filt<-(mock_cov[apply(mock_cov==0,1,mean)<0.1,])
bat <-as.data.frame(cbind(
colnames(cell5_6_7_16_15),
c(rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 2),rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 2)),
c(rep(1, 14), rep(2, 14))))
mod<-model.matrix(~as.factor(bat[,3]), data=bat)
combat_mock_cov<-ComBat(dat = as.matrix(mock_cov_filt,),batch = (bat[,2]),mod=mod,par.prior = T)## Found5batches## Adjusting for1covariate(s) or covariate level(s)## Standardizing Data across genes## Fitting L/S model and finding priors## Finding parametric adjustments## Adjusting the Datac_mock<-as.matrix(combat_mock_cov[,c(1:12)])
c_cov<-as.matrix(combat_mock_cov[,c(15:26)])
test<-as.matrix(combat_mock_cov[,c(13:14,27:28)])
trainingLabela <- list(control=list(mock=1:12),cov=13:24)
genelist_25<-read.csv("signature_gene_list_prior_25yueli.csv")
basedir<-getwd()
sub_dir <- paste(basedir,paste("cov_positive", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
trainingData = cbind(c_mock, c_cov),
testData = test,
trainingLabel = trainingLabela,
geneList = list(genelist_25$X),
adaptive_B = T,
adaptive_S = F,
outputDir = sub_dir,
p_beta = 0.01,
theta0 = 0.05,
theta1 = 0.9,
iter = 2000,
burn_in = 1000)## Performing QC on the input data...## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!## Generating starting/prior values for model parameters...## Estimating model parameters in the training dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Estimating model parameters in the test dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Outputing results...#use series 2 to test negative
cell5_6_7_16_2<-read.table("56716_2negative.txt",header=TRUE)
write.csv(cell5_6_7_16_2,"cell5_6_7_16_2.csv")
mock_cov<-read.csv("cell5_6_7_16_2.csv", header = TRUE)
mock_cov<-(log2(data.frame(mock_cov,check.names = F, row.names=1)+1))
mock_cov_filt<-(mock_cov[apply(mock_cov==0,1,mean)<0.1,])
bat <-as.data.frame(cbind(
colnames(cell5_6_7_16_2),
c(rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 3),rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 3)),
c(rep(1, 15), rep(2, 15))))
mod<-model.matrix(~as.factor(bat[,3]), data=bat)
combat_mock_cov<-ComBat(dat = as.matrix(mock_cov_filt,),batch = (bat[,2]),mod=mod,par.prior = T)## Found5batches## Adjusting for1covariate(s) or covariate level(s)## Standardizing Data across genes## Fitting L/S model and finding priors## Finding parametric adjustments## Adjusting the Datac_mock<-as.matrix(combat_mock_cov[,c(1:12)])
c_cov<-as.matrix(combat_mock_cov[,c(16:27)])
test<-as.matrix(combat_mock_cov[,c(13:15,28:30)])
trainingLabela <- list(control=list(mock=1:12),cov=13:24)
genelist_25<-read.csv("signature_gene_list_prior_25yueli.csv")
basedir<-getwd()
sub_dir <- paste(basedir,paste("cov_negative", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
trainingData = cbind(c_mock, c_cov),
testData = test,
trainingLabel = trainingLabela,
geneList = list(genelist_25$X),
adaptive_B = T,
adaptive_S = F,
outputDir = sub_dir,
p_beta = 0.01,
theta0 = 0.05,
theta1 = 0.9,
iter = 2000,
burn_in = 1000)## Performing QC on the input data...## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!## Generating starting/prior values for model parameters...## Estimating model parameters in the training dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Estimating model parameters in the test dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Outputing results...# BALF
cell_5_6_7_16_BALF<-read.table("cell_5_6_7_16_BALF_norm.txt",head=TRUE)
write.csv(cell_5_6_7_16_BALF,"cell_5_6_7_16_BALF.csv")
cells_4_BALF<-read.csv("cell_5_6_7_16_BALF.csv",header=TRUE)
cells_4_BALF<-(log2(data.frame(cells_4_BALF,check.names = F, row.names=1)+1))
colnames(cells_4_BALF)## [1] "Series5_A549_Mock_1" "Series5_A549_Mock_2"
## [3] "Series5_A549_Mock_3" "Series6_A549.ACE2_Mock_1"
## [5] "Series6_A549.ACE2_Mock_2" "Series6_A549.ACE2_Mock_3"
## [7] "Series7_Calu3_Mock_1" "Series7_Calu3_Mock_2"
## [9] "Series7_Calu3_Mock_3" "Series16_A549.ACE2_Mock_1"
## [11] "Series16_A549.ACE2_Mock_2" "Series16_A549.ACE2_Mock_3"
## [13] "SRR10571724" "SRR10571730"
## [15] "SRR10571732" "Series5_A549_SARS.CoV.2_1"
## [17] "Series5_A549_SARS.CoV.2_2" "Series5_A549_SARS.CoV.2_3"
## [19] "Series6_A549.ACE2_SARS.CoV.2_1" "Series6_A549.ACE2_SARS.CoV.2_2"
## [21] "Series6_A549.ACE2_SARS.CoV.2_3" "Series7_Calu3_SARS.CoV.2_1"
## [23] "Series7_Calu3_SARS.CoV.2_2" "Series7_Calu3_SARS.CoV.2_3"
## [25] "Series16_A549.ACE2_SARS.CoV.2_1" "Series16_A549.ACE2_SARS.CoV.2_2"
## [27] "Series16_A549.ACE2_SARS.CoV.2_3" "CRR119894"
## [29] "CRR119895" "CRR119896"
## [31] "CRR119897"rownames(cells_4_BALF)## [1] "A1BG" "A1BG-AS1"
## [3] "A1CF" "A2M"
## [5] "A2M-AS1" "A2ML1"
## [7] "A2MP1" "A4GALT"
## [9] "A4GNT" "AAAS"
## [11] "AACS" "AACSP1"
## [13] "AADAC" "AADAT"
## [15] "AAGAB" "AAK1"
## [17] "AAMDC" "AAMP"
## [19] "AANAT" "AAR2"
## [21] "AARD" "AARS2"
## [23] "AARSD1" "AASDH"
## [25] "AASDHPPT" "AASS"
## [27] "AATF" "AATK"
## [29] "ABAT" "ABCA1"
## [31] "ABCA10" "ABCA11P"
## [33] "ABCA12" "ABCA13"
## [35] "ABCA17P" "ABCA2"
## [37] "ABCA3" "ABCA4"
## [39] "ABCA5" "ABCA6"
## [41] "ABCA7" "ABCA8"
## [43] "ABCA9" "ABCB1"
## [45] "ABCB10" "ABCB11"
## [47] "ABCB4" "ABCB5"
## [49] "ABCB6" "ABCB7"
## [51] "ABCB8" "ABCB9"
## [53] "ABCC1" "ABCC10"
## [55] "ABCC11" "ABCC12"
## [57] "ABCC13" "ABCC2"
## [59] "ABCC3" "ABCC4"
## [61] "ABCC5" "ABCC5-AS1"
## [63] "ABCC6" "ABCC6P1"
## [65] "ABCC6P2" "ABCC8"
## [67] "ABCC9" "ABCD1"
## [69] "ABCD2" "ABCD3"
## [71] "ABCD4" "ABCE1"
## [73] "ABCF1" "ABCF3"
## [75] "ABCG1" "ABCG2"
## [77] "ABCG4" "ABCG5"
## [79] "ABCG8" "ABHD1"
## [81] "ABHD10" "ABHD11"
## [83] "ABHD12" "ABHD12B"
## [85] "ABHD13" "ABHD14A"
## [87] "ABHD14A-ACY1" "ABHD14B"
## [89] "ABHD15" "ABHD16A"
## [91] "ABHD16B" "ABHD2"
## [93] "ABHD3" "ABHD4"
## [95] "ABHD5" "ABHD6"
## [97] "ABHD8" "ABI1"
## [99] "ABI2" "ABI3"
## [101] "ABI3BP" "ABL1"
## [103] "ABL2" "ABLIM1"
## [105] "ABLIM2" "ABLIM3"
## [107] "ABO" "ABR"
## [109] "ABRA" "ABRACL"
## [111] "ABT1" "ABTB1"
## [113] "ABTB2" "ACAA1"
## [115] "ACAA2" "ACACA"
## [117] "ACACB" "ACAD10"
## [119] "ACAD11" "ACAD8"
## [121] "ACAD9" "ACADL"
## [123] "ACADM" "ACADS"
## [125] "ACADSB" "ACADVL"
## [127] "ACAN" "ACAP1"
## [129] "ACAP2" "ACAP3"
## [131] "ACAT1" "ACAT2"
## [133] "ACBD3" "ACBD4"
## [135] "ACBD5" "ACBD6"
## [137] "ACBD7" "ACCS"
## [139] "ACCSL" "ACD"
## [141] "ACE" "ACE2"
## [143] "ACER1" "ACER2"
## [145] "ACER3" "ACHE"
## [147] "ACIN1" "ACLY"
## [149] "ACMSD" "ACO1"
## [151] "ACO2" "ACOT1"
## [153] "ACOT11" "ACOT12"
## [155] "ACOT13" "ACOT2"
## [157] "ACOT4" "ACOT6"
## [159] "ACOT7" "ACOT8"
## [161] "ACOT9" "ACOX1"
## [163] "ACOX2" "ACOX3"
## [165] "ACOXL" "ACP1"
## [167] "ACP2" "ACP5"
## [169] "ACP6" "ACR"
## [171] "ACRBP" "ACRV1"
## [173] "ACSBG1" "ACSBG2"
## [175] "ACSF2" "ACSF3"
## [177] "ACSL1" "ACSL3"
## [179] "ACSL4" "ACSL5"
## [181] "ACSL6" "ACSM1"
## [183] "ACSM3" "ACSM4"
## [185] "ACSM5" "ACSS1"
## [187] "ACSS2" "ACSS3"
## [189] "ACTA1" "ACTA2"
## [191] "ACTB" "ACTBL2"
## [193] "ACTG1" "ACTG1P4"
## [195] "ACTG2" "ACTL10"
## [197] "ACTL6A" "ACTL6B"
## [199] "ACTL7A" "ACTL7B"
## [201] "ACTL8" "ACTN1"
## [203] "ACTN1-AS1" "ACTN2"
## [205] "ACTN3" "ACTN4"
## [207] "ACTR10" "ACTR1A"
## [209] "ACTR1B" "ACTR2"
## [211] "ACTR3" "ACTR3B"
## [213] "ACTR3C" "ACTR5"
## [215] "ACTR6" "ACTR8"
## [217] "ACTRT3" "ACVR1"
## [219] "ACVR1B" "ACVR1C"
## [221] "ACVR2A" "ACVR2B"
## [223] "ACVR2B-AS1" "ACVRL1"
## [225] "ACY1" "ACY3"
## [227] "ACYP1" "ACYP2"
## [229] "ADA" "ADAD2"
## [231] "ADAL" "ADAM10"
## [233] "ADAM11" "ADAM12"
## [235] "ADAM15" "ADAM17"
## [237] "ADAM19" "ADAM1A"
## [239] "ADAM20" "ADAM20P1"
## [241] "ADAM21" "ADAM21P1"
## [243] "ADAM22" "ADAM23"
## [245] "ADAM28" "ADAM29"
## [247] "ADAM32" "ADAM33"
## [249] "ADAM8" "ADAM9"
## [251] "ADAMDEC1" "ADAMTS1"
## [253] "ADAMTS10" "ADAMTS12"
## [255] "ADAMTS13" "ADAMTS14"
## [257] "ADAMTS15" "ADAMTS16"
## [259] "ADAMTS17" "ADAMTS18"
## [261] "ADAMTS2" "ADAMTS3"
## [263] "ADAMTS4" "ADAMTS5"
## [265] "ADAMTS6" "ADAMTS7"
## [267] "ADAMTS8" "ADAMTS9"
## [269] "ADAMTS9-AS2" "ADAMTSL1"
## [271] "ADAMTSL2" "ADAMTSL3"
## [273] "ADAMTSL4" "ADAMTSL5"
## [275] "ADAP1" "ADAP2"
## [277] "ADAR" "ADARB1"
## [279] "ADARB2" "ADAT1"
## [281] "ADAT2" "ADAT3"
## [283] "ADCK1" "ADCK2"
## [285] "ADCK5" "ADCY1"
## [287] "ADCY10" "ADCY10P1"
## [289] "ADCY2" "ADCY3"
## [291] "ADCY4" "ADCY5"
## [293] "ADCY6" "ADCY7"
## [295] "ADCY8" "ADCY9"
## [297] "ADCYAP1R1" "ADD1"
## [299] "ADD2" "ADD3"
## [301] "ADGB" "ADH1A"
## [303] "ADH1B" "ADH1C"
## [305] "ADH4" "ADH5"
## [307] "ADH6" "ADH7"
## [309] "ADHFE1" "ADI1"
## [311] "ADIPOR1" "ADIPOR2"
## [313] "ADIRF" "ADK"
## [315] "ADM" "ADM2"
## [317] "ADM5" "ADNP"
## [319] "ADNP2" "ADO"
## [321] "ADORA1" "ADORA2A"
## [323] "ADORA2A-AS1" "ADORA2B"
## [325] "ADORA3" "ADPGK"
## [327] "ADPGK-AS1" "ADPRH"
## [329] "ADPRHL1" "ADPRM"
## [331] "ADRA1B" "ADRA1D"
## [333] "ADRA2A" "ADRA2B"
## [335] "ADRA2C" "ADRB1"
## [337] "ADRB2" "ADRB3"
## [339] "ADRM1" "ADSL"
## [341] "ADTRP" "AEBP1"
## [343] "AEBP2" "AEN"
## [345] "AFAP1" "AFAP1-AS1"
## [347] "AFAP1L1" "AFAP1L2"
## [349] "AFF1" "AFF2"
## [351] "AFF3" "AFF4"
## [353] "AFG3L1P" "AFG3L2"
## [355] "AFMID" "AFP"
## [357] "AFTPH" "AGA"
## [359] "AGAP1" "AGAP11"
## [361] "AGAP2" "AGAP3"
## [363] "AGAP4" "AGAP5"
## [365] "AGAP6" "AGAP9"
## [367] "AGBL2" "AGBL3"
## [369] "AGBL4" "AGBL5"
## [371] "AGER" "AGFG1"
## [373] "AGFG2" "AGGF1"
## [375] "AGK" "AGL"
## [377] "AGMAT" "AGMO"
## [379] "AGO1" "AGO2"
## [381] "AGO3" "AGO4"
## [383] "AGPAT1" "AGPAT2"
## [385] "AGPAT3" "AGPAT4"
## [387] "AGPAT5" "AGPS"
## [389] "AGR2" "AGR3"
## [391] "AGRN" "AGRP"
## [393] "AGT" "AGTPBP1"
## [395] "AGTR1" "AGTRAP"
## [397] "AHCTF1" "AHCY"
## [399] "AHCYL1" "AHCYL2"
## [401] "AHDC1" "AHI1"
## [403] "AHNAK" "AHNAK2"
## [405] "AHR" "AHSA1"
## [407] "AHSG" "AHSP"
## [409] "AICDA" "AIDA"
## [411] "AIF1" "AIF1L"
## [413] "AIFM1" "AIFM2"
## [415] "AIFM3" "AIG1"
## [417] "AIM2" "AIMP1"
## [419] "AIMP2" "AIP"
## [421] "AIRE" "AIRN"
## [423] "AJAP1" "AJUBA"
## [425] "AK1" "AK2"
## [427] "AK3" "AK4"
## [429] "AK5" "AK7"
## [431] "AK8" "AKAP1"
## [433] "AKAP10" "AKAP11"
## [435] "AKAP12" "AKAP13"
## [437] "AKAP14" "AKAP17A"
## [439] "AKAP3" "AKAP5"
## [441] "AKAP6" "AKAP7"
## [443] "AKAP8" "AKAP8L"
## [445] "AKAP9" "AKIP1"
## [447] "AKIRIN1" "AKIRIN2"
## [449] "AKNA" "AKNAD1"
## [451] "AKR1A1" "AKR1B1"
## [453] "AKR1B10" "AKR1B15"
## [455] "AKR1C1" "AKR1C2"
## [457] "AKR1C3" "AKR1C4"
## [459] "AKR1C6P" "AKR1D1"
## [461] "AKR1E2" "AKR7A2"
## [463] "AKR7A3" "AKR7L"
## [465] "AKT1" "AKT1S1"
## [467] "AKT2" "AKT3"
## [469] "AKTIP" "ALAD"
## [471] "ALAS1" "ALAS2"
## [473] "ALB" "ALCAM"
## [475] "ALDH16A1" "ALDH18A1"
## [477] "ALDH1A1" "ALDH1A2"
## [479] "ALDH1A3" "ALDH1B1"
## [481] "ALDH1L1" "ALDH1L1-AS2"
## [483] "ALDH1L2" "ALDH2"
## [485] "ALDH3A1" "ALDH3A2"
## [487] "ALDH3B1" "ALDH3B2"
## [489] "ALDH4A1" "ALDH5A1"
## [491] "ALDH6A1" "ALDH7A1"
## [493] "ALDH8A1" "ALDH9A1"
## [495] "ALDOA" "ALDOB"
## [497] "ALDOC" "ALG1"
## [499] "ALG10" "ALG10B"
## [501] "ALG11" "ALG12"
## [503] "ALG13" "ALG14"
## [505] "ALG1L" "ALG1L2"
## [507] "ALG1L9P" "ALG2"
## [509] "ALG3" "ALG5"
## [511] "ALG6" "ALG8"
## [513] "ALG9" "ALK"
## [515] "ALKBH1" "ALKBH2"
## [517] "ALKBH3" "ALKBH4"
## [519] "ALKBH5" "ALKBH6"
## [521] "ALKBH7" "ALKBH8"
## [523] "ALLC" "ALMS1"
## [525] "ALOX12" "ALOX12B"
## [527] "ALOX12P2" "ALOX15"
## [529] "ALOX15B" "ALOX15P1"
## [531] "ALOX5" "ALOX5AP"
## [533] "ALOXE3" "ALPK1"
## [535] "ALPK2" "ALPK3"
## [537] "ALPL" "ALPP"
## [539] "ALS2" "ALS2CL"
## [541] "ALX1" "ALX3"
## [543] "ALX4" "ALYREF"
## [545] "AMACR" "AMBP"
## [547] "AMBRA1" "AMD1"
## [549] "AMDHD1" "AMDHD2"
## [551] "AMELX" "AMER1"
## [553] "AMFR" "AMH"
## [555] "AMHR2" "AMIGO1"
## [557] "AMIGO2" "AMIGO3"
## [559] "AMMECR1" "AMMECR1L"
## [561] "AMN" "AMN1"
## [563] "AMOT" "AMOTL1"
## [565] "AMOTL2" "AMPD1"
## [567] "AMPD2" "AMPD3"
## [569] "AMPH" "AMT"
## [571] "AMTN" "AMY2B"
## [573] "AMZ1" "AMZ2"
## [575] "AMZ2P1" "ANAPC1"
## [577] "ANAPC10" "ANAPC11"
## [579] "ANAPC13" "ANAPC15"
## [581] "ANAPC16" "ANAPC1P1"
## [583] "ANAPC2" "ANAPC4"
## [585] "ANAPC5" "ANAPC7"
## [587] "ANG" "ANGEL1"
## [589] "ANGEL2" "ANGPT1"
## [591] "ANGPT2" "ANGPT4"
## [593] "ANGPTL1" "ANGPTL2"
## [595] "ANGPTL3" "ANGPTL4"
## [597] "ANGPTL5" "ANGPTL6"
## [599] "ANGPTL7" "ANK1"
## [601] "ANK2" "ANK3"
## [603] "ANKAR" "ANKDD1A"
## [605] "ANKDD1B" "ANKEF1"
## [607] "ANKFN1" "ANKFY1"
## [609] "ANKH" "ANKHD1"
## [611] "ANKHD1-EIF4EBP3" "ANKIB1"
## [613] "ANKK1" "ANKLE1"
## [615] "ANKLE2" "ANKMY1"
## [617] "ANKMY2" "ANKRA2"
## [619] "ANKRD1" "ANKRD10"
## [621] "ANKRD11" "ANKRD12"
## [623] "ANKRD13A" "ANKRD13B"
## [625] "ANKRD13C" "ANKRD13D"
## [627] "ANKRD16" "ANKRD17"
## [629] "ANKRD18A" "ANKRD18B"
## [631] "ANKRD19P" "ANKRD2"
## [633] "ANKRD20A1" "ANKRD20A11P"
## [635] "ANKRD20A19P" "ANKRD20A5P"
## [637] "ANKRD20A9P" "ANKRD22"
## [639] "ANKRD23" "ANKRD24"
## [641] "ANKRD26" "ANKRD26P1"
## [643] "ANKRD27" "ANKRD28"
## [645] "ANKRD29" "ANKRD30A"
## [647] "ANKRD31" "ANKRD33B"
## [649] "ANKRD34A" "ANKRD34B"
## [651] "ANKRD35" "ANKRD36"
## [653] "ANKRD36B" "ANKRD36BP1"
## [655] "ANKRD36BP2" "ANKRD37"
## [657] "ANKRD39" "ANKRD40"
## [659] "ANKRD42" "ANKRD44"
## [661] "ANKRD45" "ANKRD46"
## [663] "ANKRD49" "ANKRD50"
## [665] "ANKRD52" "ANKRD53"
## [667] "ANKRD54" "ANKRD55"
## [669] "ANKRD6" "ANKRD61"
## [671] "ANKRD63" "ANKRD65"
## [673] "ANKRD66" "ANKRD7"
## [675] "ANKRD9" "ANKS1A"
## [677] "ANKS1B" "ANKS3"
## [679] "ANKS4B" "ANKS6"
## [681] "ANKUB1" "ANKZF1"
## [683] "ANLN" "ANO1"
## [685] "ANO10" "ANO2"
## [687] "ANO3" "ANO4"
## [689] "ANO5" "ANO6"
## [691] "ANO7" "ANO8"
## [693] "ANO9" "ANP32A"
## [695] "ANP32AP1" "ANP32B"
## [697] "ANP32C" "ANP32E"
## [699] "ANPEP" "ANTXR1"
## [701] "ANTXR2" "ANXA1"
## [703] "ANXA10" "ANXA11"
## [705] "ANXA13" "ANXA2"
## [707] "ANXA2P1" "ANXA2P2"
## [709] "ANXA2P3" "ANXA2R"
## [711] "ANXA3" "ANXA4"
## [713] "ANXA5" "ANXA6"
## [715] "ANXA7" "ANXA8"
## [717] "ANXA8L1" "ANXA9"
## [719] "AOAH" "AOAH-IT1"
## [721] "AOC2" "AOC3"
## [723] "AOX1" "AP1AR"
## [725] "AP1B1" "AP1G1"
## [727] "AP1G2" "AP1M1"
## [729] "AP1M2" "AP1S1"
## [731] "AP1S2" "AP1S3"
## [733] "AP2A1" "AP2A2"
## [735] "AP2B1" "AP2M1"
## [737] "AP2S1" "AP3B1"
## [739] "AP3B2" "AP3D1"
## [741] "AP3M1" "AP3M2"
## [743] "AP3S1" "AP3S2"
## [745] "AP4B1" "AP4B1-AS1"
## [747] "AP4E1" "AP4M1"
## [749] "AP4S1" "AP5B1"
## [751] "AP5M1" "AP5S1"
## [753] "AP5Z1" "APAF1"
## [755] "APBA1" "APBA2"
## [757] "APBA3" "APBB1"
## [759] "APBB1IP" "APBB2"
## [761] "APBB3" "APC"
## [763] "APC2" "APCDD1"
## [765] "APCDD1L" "APCS"
## [767] "APEH" "APEX1"
## [769] "APEX2" "APH1A"
## [771] "APH1B" "API5"
## [773] "APIP" "APLF"
## [775] "APLN" "APLNR"
## [777] "APLP1" "APLP2"
## [779] "APMAP" "APOA1"
## [781] "APOA2" "APOB"
## [783] "APOBEC1" "APOBEC2"
## [785] "APOBEC3A" "APOBEC3B"
## [787] "APOBEC3C" "APOBEC3D"
## [789] "APOBEC3F" "APOBEC3G"
## [791] "APOBEC3H" "APOBEC4"
## [793] "APOBR" "APOC1"
## [795] "APOC1P1" "APOC2"
## [797] "APOC4-APOC2" "APOD"
## [799] "APOE" "APOF"
## [801] "APOH" "APOL1"
## [803] "APOL2" "APOL3"
## [805] "APOL4" "APOL6"
## [807] "APOLD1" "APOM"
## [809] "APOO" "APOOL"
## [811] "APP" "APPBP2"
## [813] "APPL1" "APPL2"
## [815] "APRT" "APTX"
## [817] "AQP1" "AQP10"
## [819] "AQP11" "AQP2"
## [821] "AQP3" "AQP4"
## [823] "AQP4-AS1" "AQP5"
## [825] "AQP6" "AQP7"
## [827] "AQP7P1" "AQP8"
## [829] "AQP9" "AQR"
## [831] "AR" "ARAF"
## [833] "ARAP1" "ARAP2"
## [835] "ARAP3" "ARC"
## [837] "ARCN1" "AREG"
## [839] "ARF1" "ARF3"
## [841] "ARF4" "ARF5"
## [843] "ARF6" "ARFGAP1"
## [845] "ARFGAP2" "ARFGAP3"
## [847] "ARFGEF1" "ARFGEF2"
## [849] "ARFIP1" "ARFIP2"
## [851] "ARFRP1" "ARG1"
## [853] "ARG2" "ARGFXP2"
## [855] "ARGLU1" "ARHGAP1"
## [857] "ARHGAP10" "ARHGAP11A"
## [859] "ARHGAP11B" "ARHGAP12"
## [861] "ARHGAP15" "ARHGAP17"
## [863] "ARHGAP18" "ARHGAP19"
## [865] "ARHGAP19-SLIT1" "ARHGAP20"
## [867] "ARHGAP21" "ARHGAP22"
## [869] "ARHGAP23" "ARHGAP24"
## [871] "ARHGAP25" "ARHGAP26"
## [873] "ARHGAP26-AS1" "ARHGAP27"
## [875] "ARHGAP29" "ARHGAP30"
## [877] "ARHGAP31" "ARHGAP32"
## [879] "ARHGAP33" "ARHGAP35"
## [881] "ARHGAP39" "ARHGAP4"
## [883] "ARHGAP40" "ARHGAP42"
## [885] "ARHGAP44" "ARHGAP5"
## [887] "ARHGAP5-AS1" "ARHGAP6"
## [889] "ARHGAP8" "ARHGAP9"
## [891] "ARHGDIA" "ARHGDIB"
## [893] "ARHGDIG" "ARHGEF1"
## [895] "ARHGEF10" "ARHGEF10L"
## [897] "ARHGEF11" "ARHGEF12"
## [899] "ARHGEF16" "ARHGEF17"
## [901] "ARHGEF18" "ARHGEF19"
## [903] "ARHGEF2" "ARHGEF25"
## [905] "ARHGEF26" "ARHGEF26-AS1"
## [907] "ARHGEF28" "ARHGEF3"
## [909] "ARHGEF33" "ARHGEF35"
## [911] "ARHGEF37" "ARHGEF38"
## [913] "ARHGEF39" "ARHGEF4"
## [915] "ARHGEF40" "ARHGEF5"
## [917] "ARHGEF6" "ARHGEF7"
## [919] "ARHGEF9" "ARID1A"
## [921] "ARID1B" "ARID2"
## [923] "ARID3A" "ARID3B"
## [925] "ARID3C" "ARID4A"
## [927] "ARID4B" "ARID5A"
## [929] "ARID5B" "ARIH1"
## [931] "ARIH2" "ARIH2OS"
## [933] "ARL1" "ARL10"
## [935] "ARL11" "ARL13A"
## [937] "ARL13B" "ARL14"
## [939] "ARL14EP" "ARL14EPL"
## [941] "ARL15" "ARL16"
## [943] "ARL17A" "ARL17B"
## [945] "ARL2" "ARL2-SNX15"
## [947] "ARL2BP" "ARL3"
## [949] "ARL4A" "ARL4C"
## [951] "ARL4D" "ARL5A"
## [953] "ARL5B" "ARL5C"
## [955] "ARL6" "ARL6IP1"
## [957] "ARL6IP4" "ARL6IP5"
## [959] "ARL6IP6" "ARL8A"
## [961] "ARL8B" "ARL9"
## [963] "ARMC1" "ARMC10"
## [965] "ARMC12" "ARMC2"
## [967] "ARMC3" "ARMC4"
## [969] "ARMC5" "ARMC6"
## [971] "ARMC7" "ARMC8"
## [973] "ARMC9" "ARMCX1"
## [975] "ARMCX2" "ARMCX3"
## [977] "ARMCX4" "ARMCX5"
## [979] "ARMCX5-GPRASP2" "ARMCX6"
## [981] "ARMS2" "ARNT"
## [983] "ARNT2" "ARNTL"
## [985] "ARNTL2" "ARPC1A"
## [987] "ARPC1B" "ARPC2"
## [989] "ARPC3" "ARPC4"
## [991] "ARPC4-TTLL3" "ARPC5"
## [993] "ARPC5L" "ARPP19"
## [995] "ARPP21" "ARR3"
## [997] "ARRB1" "ARRB2"
## [999] "ARRDC1" "ARRDC2"
## [1001] "ARRDC3" "ARRDC3-AS1"
## [1003] "ARRDC4" "ARRDC5"
## [1005] "ARSA" "ARSB"
## [1007] "ARSD" "ARSG"
## [1009] "ARSH" "ARSI"
## [1011] "ARSJ" "ARSK"
## [1013] "ART1" "ART3"
## [1015] "ART4" "ART5"
## [1017] "ARTN" "ARV1"
## [1019] "ARVCF" "ARX"
## [1021] "AS3MT" "ASAH1"
## [1023] "ASAH2" "ASAH2B"
## [1025] "ASAP1" "ASAP2"
## [1027] "ASAP3" "ASB1"
## [1029] "ASB11" "ASB12"
## [1031] "ASB13" "ASB14"
## [1033] "ASB15" "ASB16"
## [1035] "ASB16-AS1" "ASB18"
## [1037] "ASB2" "ASB3"
## [1039] "ASB4" "ASB6"
## [1041] "ASB7" "ASB8"
## [1043] "ASB9" "ASB9P1"
## [1045] "ASCC1" "ASCC2"
## [1047] "ASCC3" "ASCL2"
## [1049] "ASCL5" "ASF1A"
## [1051] "ASF1B" "ASGR1"
## [1053] "ASGR2" "ASH1L"
## [1055] "ASH1L-AS1" "ASH2L"
## [1057] "ASIC1" "ASIC2"
## [1059] "ASIC3" "ASIC4"
## [1061] "ASIP" "ASL"
## [1063] "ASMT" "ASMTL"
## [1065] "ASMTL-AS1" "ASNS"
## [1067] "ASNSD1" "ASPA"
## [1069] "ASPDH" "ASPG"
## [1071] "ASPH" "ASPHD1"
## [1073] "ASPHD2" "ASPM"
## [1075] "ASPN" "ASPRV1"
## [1077] "ASPSCR1" "ASRGL1"
## [1079] "ASS1" "ASTE1"
## [1081] "ASTL" "ASTN2"
## [1083] "ASXL1" "ASXL2"
## [1085] "ASXL3" "ATAD1"
## [1087] "ATAD2" "ATAD2B"
## [1089] "ATAD3A" "ATAD3B"
## [1091] "ATAD3C" "ATAD5"
## [1093] "ATAT1" "ATCAY"
## [1095] "ATE1" "ATF1"
## [1097] "ATF2" "ATF3"
## [1099] "ATF4" "ATF5"
## [1101] "ATF6" "ATF6B"
## [1103] "ATF7" "ATF7IP"
## [1105] "ATF7IP2" "ATG10"
## [1107] "ATG12" "ATG13"
## [1109] "ATG14" "ATG16L1"
## [1111] "ATG16L2" "ATG2A"
## [1113] "ATG2B" "ATG3"
## [1115] "ATG4A" "ATG4B"
## [1117] "ATG4C" "ATG4D"
## [1119] "ATG5" "ATG7"
## [1121] "ATG9A" "ATG9B"
## [1123] "ATIC" "ATL1"
## [1125] "ATL2" "ATL3"
## [1127] "ATM" "ATMIN"
## [1129] "ATN1" "ATOH7"
## [1131] "ATOH8" "ATOX1"
## [1133] "ATP10A" "ATP10B"
## [1135] "ATP10D" "ATP11A"
## [1137] "ATP11B" "ATP11C"
## [1139] "ATP12A" "ATP13A1"
## [1141] "ATP13A2" "ATP13A3"
## [1143] "ATP13A4" "ATP13A5"
## [1145] "ATP1A1" "ATP1A2"
## [1147] "ATP1A3" "ATP1A4"
## [1149] "ATP1B1" "ATP1B2"
## [1151] "ATP1B3" "ATP2A1"
## [1153] "ATP2A2" "ATP2A3"
## [1155] "ATP2B1" "ATP2B2"
## [1157] "ATP2B3" "ATP2B4"
## [1159] "ATP2C1" "ATP2C2"
## [1161] "ATP4A" "ATP6AP1"
## [1163] "ATP6AP1L" "ATP6AP2"
## [1165] "ATP6V0A1" "ATP6V0A2"
## [1167] "ATP6V0A4" "ATP6V0B"
## [1169] "ATP6V0C" "ATP6V0D1"
## [1171] "ATP6V0D2" "ATP6V0E1"
## [1173] "ATP6V0E2" "ATP6V0E2-AS1"
## [1175] "ATP6V1A" "ATP6V1B1"
## [1177] "ATP6V1B2" "ATP6V1C1"
## [1179] "ATP6V1C2" "ATP6V1D"
## [1181] "ATP6V1E1" "ATP6V1E2"
## [1183] "ATP6V1F" "ATP6V1G1"
## [1185] "ATP6V1G2" "ATP6V1H"
## [1187] "ATP7A" "ATP7B"
## [1189] "ATP8A1" "ATP8A2"
## [1191] "ATP8B1" "ATP8B2"
## [1193] "ATP8B3" "ATP8B4"
## [1195] "ATP8B5P" "ATP9A"
## [1197] "ATP9B" "ATPAF1"
## [1199] "ATPAF2" "ATR"
## [1201] "ATRAID" "ATRIP"
## [1203] "ATRN" "ATRNL1"
## [1205] "ATRX" "ATXN1"
## [1207] "ATXN10" "ATXN1L"
## [1209] "ATXN2" "ATXN2L"
## [1211] "ATXN3" "ATXN7L1"
## [1213] "ATXN7L2" "ATXN7L3"
## [1215] "ATXN7L3B" "AUH"
## [1217] "AUNIP" "AUP1"
## [1219] "AURKA" "AURKAIP1"
## [1221] "AURKB" "AURKC"
## [1223] "AUTS2" "AVEN"
## [1225] "AVIL" "AVL9"
## [1227] "AVP" "AVPI1"
## [1229] "AVPR1A" "AVPR1B"
## [1231] "AVPR2" "AWAT1"
## [1233] "AWAT2" "AXDND1"
## [1235] "AXIN1" "AXIN2"
## [1237] "AXL" "AZGP1"
## [1239] "AZI2" "AZIN1"
## [1241] "AZU1" "B2M"
## [1243] "B3GALNT1" "B3GALNT2"
## [1245] "B3GALT1" "B3GALT2"
## [1247] "B3GALT4" "B3GALT5"
## [1249] "B3GALT6" "B3GAT1"
## [1251] "B3GAT2" "B3GAT3"
## [1253] "B3GNT2" "B3GNT3"
## [1255] "B3GNT4" "B3GNT5"
## [1257] "B3GNT6" "B3GNT7"
## [1259] "B3GNT8" "B3GNT9"
## [1261] "B3GNTL1" "B4GALNT1"
## [1263] "B4GALNT2" "B4GALNT3"
## [1265] "B4GALNT4" "B4GALT1"
## [1267] "B4GALT2" "B4GALT3"
## [1269] "B4GALT4" "B4GALT5"
## [1271] "B4GALT6" "B4GALT7"
## [1273] "B9D1" "B9D2"
## [1275] "BAALC" "BAAT"
## [1277] "BABAM1" "BACE1"
## [1279] "BACE1-AS" "BACE2"
## [1281] "BACH1" "BACH2"
## [1283] "BAD" "BAG1"
## [1285] "BAG2" "BAG3"
## [1287] "BAG4" "BAG5"
## [1289] "BAG6" "BAHCC1"
## [1291] "BAHD1" "BAIAP2"
## [1293] "BAIAP2L1" "BAIAP2L2"
## [1295] "BAIAP3" "BAK1"
## [1297] "BAMBI" "BANF1"
## [1299] "BANK1" "BANP"
## [1301] "BAP1" "BARD1"
## [1303] "BARHL1" "BARX1"
## [1305] "BARX2" "BASP1"
## [1307] "BATF" "BATF2"
## [1309] "BATF3" "BAX"
## [1311] "BAZ1A" "BAZ1B"
## [1313] "BAZ2A" "BAZ2B"
## [1315] "BBC3" "BBIP1"
## [1317] "BBS1" "BBS10"
## [1319] "BBS12" "BBS2"
## [1321] "BBS4" "BBS5"
## [1323] "BBS7" "BBS9"
## [1325] "BBX" "BCAM"
## [1327] "BCAN" "BCAP29"
## [1329] "BCAP31" "BCAR1"
## [1331] "BCAR3" "BCAS1"
## [1333] "BCAS2" "BCAS3"
## [1335] "BCAS4" "BCAT1"
## [1337] "BCAT2" "BCCIP"
## [1339] "BCDIN3D" "BCDIN3D-AS1"
## [1341] "BCHE" "BCKDHA"
## [1343] "BCKDHB" "BCKDK"
## [1345] "BCL10" "BCL11A"
## [1347] "BCL11B" "BCL2"
## [1349] "BCL2A1" "BCL2L1"
## [1351] "BCL2L10" "BCL2L11"
## [1353] "BCL2L12" "BCL2L13"
## [1355] "BCL2L14" "BCL2L15"
## [1357] "BCL2L2" "BCL2L2-PABPN1"
## [1359] "BCL3" "BCL6"
## [1361] "BCL6B" "BCL7A"
## [1363] "BCL7B" "BCL7C"
## [1365] "BCL9" "BCL9L"
## [1367] "BCLAF1" "BCO2"
## [1369] "BCOR" "BCORL1"
## [1371] "BCORP1" "BCR"
## [1373] "BCRP2" "BCRP3"
## [1375] "BCS1L" "BCYRN1"
## [1377] "BDH1" "BDH2"
## [1379] "BDKRB1" "BDKRB2"
## [1381] "BDNF" "BDNF-AS"
## [1383] "BDP1" "BEAN1"
## [1385] "BECN1" "BEGAIN"
## [1387] "BEND2" "BEND3"
## [1389] "BEND3P3" "BEND4"
## [1391] "BEND5" "BEND6"
## [1393] "BEND7" "BEST1"
## [1395] "BEST2" "BEST3"
## [1397] "BEST4" "BET1"
## [1399] "BET1L" "BEX1"
## [1401] "BEX2" "BEX4"
## [1403] "BEX5" "BFAR"
## [1405] "BFSP1" "BFSP2"
## [1407] "BGLAP" "BGN"
## [1409] "BHLHA15" "BHLHB9"
## [1411] "BHLHE40" "BHLHE40-AS1"
## [1413] "BHLHE41" "BHMT"
## [1415] "BHMT2" "BICC1"
## [1417] "BICD1" "BICD2"
## [1419] "BID" "BIK"
## [1421] "BIN1" "BIN2"
## [1423] "BIN3" "BIRC2"
## [1425] "BIRC3" "BIRC5"
## [1427] "BIRC6" "BIRC7"
## [1429] "BIVM" "BLCAP"
## [1431] "BLK" "BLM"
## [1433] "BLMH" "BLNK"
## [1435] "BLOC1S1" "BLOC1S2"
## [1437] "BLOC1S3" "BLOC1S4"
## [1439] "BLOC1S5" "BLOC1S6"
## [1441] "BLVRA" "BLVRB"
## [1443] "BLZF1" "BMF"
## [1445] "BMI1" "BMP1"
## [1447] "BMP10" "BMP2"
## [1449] "BMP2K" "BMP3"
## [1451] "BMP4" "BMP6"
## [1453] "BMP7" "BMP8A"
## [1455] "BMP8B" "BMPER"
## [1457] "BMPR1A" "BMPR1B"
## [1459] "BMPR2" "BMS1"
## [1461] "BMS1P1" "BMS1P2"
## [1463] "BMS1P4" "BMX"
## [1465] "BNC1" "BNC2"
## [1467] "BNIP1" "BNIP2"
## [1469] "BNIP3" "BNIP3L"
## [1471] "BNIPL" "BOC"
## [1473] "BOD1" "BOD1L1"
## [1475] "BOK" "BOK-AS1"
## [1477] "BOLA1" "BOLA2"
## [1479] "BOLA3" "BOLA3-AS1"
## [1481] "BOLL" "BOP1"
## [1483] "BORA" "BPGM"
## [1485] "BPHL" "BPI"
## [1487] "BPIFA1" "BPIFB1"
## [1489] "BPNT1" "BPTF"
## [1491] "BRAF" "BRAP"
## [1493] "BRAT1" "BRCA1"
## [1495] "BRCA2" "BRCC3"
## [1497] "BRD1" "BRD2"
## [1499] "BRD3" "BRD4"
## [1501] "BRD7" "BRD8"
## [1503] "BRD9" "BRF1"
## [1505] "BRF2" "BRI3"
## [1507] "BRI3BP" "BRICD5"
## [1509] "BRIP1" "BRIX1"
## [1511] "BRK1" "BRMS1"
## [1513] "BRMS1L" "BROX"
## [1515] "BRPF1" "BRPF3"
## [1517] "BRSK1" "BRSK2"
## [1519] "BRWD1" "BRWD1-AS1"
## [1521] "BRWD3" "BSCL2"
## [1523] "BSDC1" "BSG"
## [1525] "BSN" "BSND"
## [1527] "BSPRY" "BST1"
## [1529] "BST2" "BTAF1"
## [1531] "BTBD1" "BTBD10"
## [1533] "BTBD11" "BTBD16"
## [1535] "BTBD17" "BTBD18"
## [1537] "BTBD19" "BTBD2"
## [1539] "BTBD3" "BTBD6"
## [1541] "BTBD7" "BTBD8"
## [1543] "BTBD9" "BTC"
## [1545] "BTD" "BTF3"
## [1547] "BTF3L4" "BTG1"
## [1549] "BTG2" "BTG3"
## [1551] "BTG4" "BTK"
## [1553] "BTLA" "BTN1A1"
## [1555] "BTN2A1" "BTN2A2"
## [1557] "BTN2A3P" "BTN3A1"
## [1559] "BTN3A2" "BTN3A3"
## [1561] "BTNL3" "BTNL8"
## [1563] "BTNL9" "BTRC"
## [1565] "BUB1" "BUB1B"
## [1567] "BUB3" "BUD13"
## [1569] "BUD31" "BVES"
## [1571] "BVES-AS1" "BYSL"
## [1573] "BZW1" "BZW2"
## [1575] "C10orf105" "C10orf55"
## [1577] "C10orf62" "C10orf67"
## [1579] "C10orf82" "C10orf88"
## [1581] "C10orf90" "C10orf95"
## [1583] "C11orf1" "C11orf16"
## [1585] "C11orf21" "C11orf24"
## [1587] "C11orf42" "C11orf45"
## [1589] "C11orf49" "C11orf53"
## [1591] "C11orf54" "C11orf58"
## [1593] "C11orf65" "C11orf68"
## [1595] "C11orf71" "C11orf80"
## [1597] "C11orf86" "C11orf87"
## [1599] "C11orf88" "C11orf91"
## [1601] "C11orf94" "C11orf95"
## [1603] "C11orf96" "C12orf29"
## [1605] "C12orf4" "C12orf40"
## [1607] "C12orf42" "C12orf43"
## [1609] "C12orf45" "C12orf49"
## [1611] "C12orf50" "C12orf54"
## [1613] "C12orf56" "C12orf57"
## [1615] "C12orf60" "C12orf65"
## [1617] "C12orf66" "C12orf71"
## [1619] "C12orf73" "C12orf75"
## [1621] "C12orf76" "C14orf119"
## [1623] "C14orf132" "C14orf178"
## [1625] "C14orf28" "C14orf93"
## [1627] "C15orf39" "C15orf40"
## [1629] "C15orf48" "C15orf54"
## [1631] "C15orf56" "C15orf61"
## [1633] "C15orf62" "C16orf46"
## [1635] "C16orf54" "C16orf70"
## [1637] "C16orf71" "C16orf72"
## [1639] "C16orf74" "C16orf86"
## [1641] "C16orf87" "C16orf89"
## [1643] "C16orf90" "C16orf91"
## [1645] "C16orf95" "C16orf96"
## [1647] "C17orf100" "C17orf107"
## [1649] "C17orf49" "C17orf50"
## [1651] "C17orf58" "C17orf64"
## [1653] "C17orf67" "C17orf75"
## [1655] "C17orf77" "C17orf80"
## [1657] "C17orf97" "C17orf99"
## [1659] "C18orf21" "C18orf25"
## [1661] "C18orf32" "C18orf54"
## [1663] "C19orf12" "C19orf18"
## [1665] "C19orf25" "C19orf33"
## [1667] "C19orf38" "C19orf44"
## [1669] "C19orf47" "C19orf48"
## [1671] "C19orf53" "C19orf54"
## [1673] "C19orf57" "C19orf71"
## [1675] "C19orf73" "C19orf81"
## [1677] "C1D" "C1GALT1"
## [1679] "C1GALT1C1" "C1orf100"
## [1681] "C1orf105" "C1orf109"
## [1683] "C1orf112" "C1orf115"
## [1685] "C1orf116" "C1orf122"
## [1687] "C1orf127" "C1orf131"
## [1689] "C1orf141" "C1orf146"
## [1691] "C1orf158" "C1orf159"
## [1693] "C1orf162" "C1orf174"
## [1695] "C1orf189" "C1orf194"
## [1697] "C1orf198" "C1orf21"
## [1699] "C1orf210" "C1orf216"
## [1701] "C1orf220" "C1orf226"
## [1703] "C1orf229" "C1orf35"
## [1705] "C1orf43" "C1orf50"
## [1707] "C1orf52" "C1orf53"
## [1709] "C1orf54" "C1orf56"
## [1711] "C1orf61" "C1orf74"
## [1713] "C1orf87" "C1QA"
## [1715] "C1QB" "C1QBP"
## [1717] "C1QC" "C1QL1"
## [1719] "C1QL2" "C1QL3"
## [1721] "C1QL4" "C1QTNF1"
## [1723] "C1QTNF2" "C1QTNF3"
## [1725] "C1QTNF3-AMACR" "C1QTNF4"
## [1727] "C1QTNF6" "C1QTNF7"
## [1729] "C1QTNF9" "C1QTNF9B"
## [1731] "C1R" "C1RL"
## [1733] "C1RL-AS1" "C1S"
## [1735] "C2" "C20orf141"
## [1737] "C20orf144" "C20orf173"
## [1739] "C20orf194" "C20orf197"
## [1741] "C20orf202" "C20orf203"
## [1743] "C20orf27" "C20orf85"
## [1745] "C20orf96" "C21orf58"
## [1747] "C21orf91" "C21orf91-OT1"
## [1749] "C22orf15" "C22orf23"
## [1751] "C22orf24" "C22orf34"
## [1753] "C22orf39" "C22orf42"
## [1755] "C22orf46" "C2CD2"
## [1757] "C2CD2L" "C2CD3"
## [1759] "C2CD4A" "C2CD4B"
## [1761] "C2CD4C" "C2CD4D"
## [1763] "C2CD5" "C2orf15"
## [1765] "C2orf16" "C2orf27A"
## [1767] "C2orf42" "C2orf49"
## [1769] "C2orf50" "C2orf66"
## [1771] "C2orf68" "C2orf69"
## [1773] "C2orf72" "C2orf73"
## [1775] "C2orf74" "C2orf76"
## [1777] "C2orf81" "C2orf88"
## [1779] "C2orf91" "C3"
## [1781] "C3AR1" "C3orf14"
## [1783] "C3orf18" "C3orf20"
## [1785] "C3orf22" "C3orf33"
## [1787] "C3orf35" "C3orf38"
## [1789] "C3orf49" "C3orf52"
## [1791] "C3orf62" "C3orf70"
## [1793] "C3orf80" "C3P1"
## [1795] "C4A" "C4B"
## [1797] "C4BPA" "C4BPB"
## [1799] "C4orf19" "C4orf3"
## [1801] "C4orf33" "C4orf36"
## [1803] "C4orf45" "C4orf46"
## [1805] "C4orf47" "C4orf48"
## [1807] "C5" "C5AR1"
## [1809] "C5AR2" "C5orf15"
## [1811] "C5orf22" "C5orf24"
## [1813] "C5orf34" "C5orf38"
## [1815] "C5orf46" "C5orf47"
## [1817] "C5orf49" "C5orf51"
## [1819] "C5orf58" "C5orf63"
## [1821] "C5orf64" "C6"
## [1823] "C6orf118" "C6orf120"
## [1825] "C6orf132" "C6orf136"
## [1827] "C6orf141" "C6orf15"
## [1829] "C6orf163" "C6orf201"
## [1831] "C6orf223" "C6orf226"
## [1833] "C6orf47" "C6orf52"
## [1835] "C6orf58" "C6orf62"
## [1837] "C6orf89" "C6orf99"
## [1839] "C7" "C7orf25"
## [1841] "C7orf26" "C7orf31"
## [1843] "C7orf50" "C7orf57"
## [1845] "C7orf61" "C7orf65"
## [1847] "C7orf69" "C8A"
## [1849] "C8B" "C8G"
## [1851] "C8orf31" "C8orf33"
## [1853] "C8orf34" "C8orf37"
## [1855] "C8orf48" "C8orf58"
## [1857] "C8orf76" "C8orf82"
## [1859] "C9" "C9orf106"
## [1861] "C9orf116" "C9orf129"
## [1863] "C9orf131" "C9orf135"
## [1865] "C9orf139" "C9orf152"
## [1867] "C9orf153" "C9orf16"
## [1869] "C9orf163" "C9orf24"
## [1871] "C9orf40" "C9orf43"
## [1873] "C9orf50" "C9orf57"
## [1875] "C9orf64" "C9orf72"
## [1877] "C9orf78" "C9orf85"
## [1879] "C9orf92" "CA1"
## [1881] "CA11" "CA12"
## [1883] "CA13" "CA14"
## [1885] "CA2" "CA3"
## [1887] "CA4" "CA5B"
## [1889] "CA5BP1" "CA6"
## [1891] "CA7" "CA8"
## [1893] "CA9" "CAAP1"
## [1895] "CAB39" "CAB39L"
## [1897] "CABIN1" "CABLES1"
## [1899] "CABLES2" "CABP1"
## [1901] "CABP4" "CABP5"
## [1903] "CABP7" "CABYR"
## [1905] "CACFD1" "CACHD1"
## [1907] "CACNA1A" "CACNA1B"
## [1909] "CACNA1C" "CACNA1C-AS1"
## [1911] "CACNA1D" "CACNA1E"
## [1913] "CACNA1F" "CACNA1G"
## [1915] "CACNA1G-AS1" "CACNA1H"
## [1917] "CACNA1I" "CACNA1S"
## [1919] "CACNA2D1" "CACNA2D2"
## [1921] "CACNA2D3" "CACNA2D4"
## [1923] "CACNB1" "CACNB2"
## [1925] "CACNB3" "CACNB4"
## [1927] "CACNG1" "CACNG4"
## [1929] "CACNG6" "CACNG7"
## [1931] "CACNG8" "CACTIN"
## [1933] "CACTIN-AS1" "CACUL1"
## [1935] "CACYBP" "CAD"
## [1937] "CADM1" "CADM2"
## [1939] "CADM3" "CADM4"
## [1941] "CADPS" "CADPS2"
## [1943] "CAGE1" "CAHM"
## [1945] "CALB1" "CALB2"
## [1947] "CALCA" "CALCB"
## [1949] "CALCOCO1" "CALCOCO2"
## [1951] "CALCR" "CALCRL"
## [1953] "CALD1" "CALHM1"
## [1955] "CALHM2" "CALHM3"
## [1957] "CALM1" "CALM2"
## [1959] "CALM3" "CALML4"
## [1961] "CALML6" "CALN1"
## [1963] "CALR" "CALR3"
## [1965] "CALU" "CALY"
## [1967] "CAMK1" "CAMK1D"
## [1969] "CAMK1G" "CAMK2A"
## [1971] "CAMK2B" "CAMK2D"
## [1973] "CAMK2G" "CAMK2N1"
## [1975] "CAMK2N2" "CAMK4"
## [1977] "CAMKK1" "CAMKK2"
## [1979] "CAMKMT" "CAMKV"
## [1981] "CAMLG" "CAMP"
## [1983] "CAMSAP1" "CAMSAP2"
## [1985] "CAMSAP3" "CAMTA1"
## [1987] "CAMTA2" "CAND1"
## [1989] "CAND2" "CANT1"
## [1991] "CANX" "CAP1"
## [1993] "CAP2" "CAPG"
## [1995] "CAPN1" "CAPN10"
## [1997] "CAPN11" "CAPN12"
## [1999] "CAPN13" "CAPN14"
## [2001] "CAPN2" "CAPN3"
## [2003] "CAPN5" "CAPN6"
## [2005] "CAPN7" "CAPN8"
## [2007] "CAPN9" "CAPNS1"
## [2009] "CAPNS2" "CAPRIN1"
## [2011] "CAPRIN2" "CAPS"
## [2013] "CAPS2" "CAPSL"
## [2015] "CAPZA1" "CAPZA2"
## [2017] "CAPZB" "CARD10"
## [2019] "CARD11" "CARD14"
## [2021] "CARD16" "CARD17"
## [2023] "CARD6" "CARD8"
## [2025] "CARD9" "CARHSP1"
## [2027] "CARM1" "CARNS1"
## [2029] "CARS2" "CASC1"
## [2031] "CASC2" "CASC3"
## [2033] "CASD1" "CASK"
## [2035] "CASKIN1" "CASKIN2"
## [2037] "CASP1" "CASP10"
## [2039] "CASP12" "CASP2"
## [2041] "CASP3" "CASP4"
## [2043] "CASP5" "CASP6"
## [2045] "CASP7" "CASP8"
## [2047] "CASP8AP2" "CASP9"
## [2049] "CASQ1" "CASR"
## [2051] "CASS4" "CAST"
## [2053] "CASZ1" "CAT"
## [2055] "CATSPER1" "CATSPER2"
## [2057] "CATSPER2P1" "CATSPER3"
## [2059] "CATSPERB" "CATSPERD"
## [2061] "CATSPERG" "CAV1"
## [2063] "CAV2" "CAV3"
## [2065] "CBFA2T2" "CBFA2T3"
## [2067] "CBFB" "CBL"
## [2069] "CBLB" "CBLC"
## [2071] "CBLL1" "CBLN1"
## [2073] "CBLN2" "CBLN3"
## [2075] "CBR1" "CBR3"
## [2077] "CBR3-AS1" "CBR4"
## [2079] "CBS" "CBWD1"
## [2081] "CBWD2" "CBWD3"
## [2083] "CBWD5" "CBWD6"
## [2085] "CBX1" "CBX2"
## [2087] "CBX3" "CBX4"
## [2089] "CBX5" "CBX6"
## [2091] "CBX7" "CBX8"
## [2093] "CBY1" "CC2D1A"
## [2095] "CC2D1B" "CC2D2A"
## [2097] "CC2D2B" "CCAR1"
## [2099] "CCBE1" "CCDC102A"
## [2101] "CCDC102B" "CCDC103"
## [2103] "CCDC106" "CCDC107"
## [2105] "CCDC110" "CCDC112"
## [2107] "CCDC113" "CCDC114"
## [2109] "CCDC115" "CCDC116"
## [2111] "CCDC117" "CCDC12"
## [2113] "CCDC120" "CCDC121"
## [2115] "CCDC122" "CCDC124"
## [2117] "CCDC125" "CCDC126"
## [2119] "CCDC127" "CCDC13"
## [2121] "CCDC13-AS1" "CCDC130"
## [2123] "CCDC134" "CCDC136"
## [2125] "CCDC137" "CCDC138"
## [2127] "CCDC14" "CCDC141"
## [2129] "CCDC142" "CCDC144A"
## [2131] "CCDC144B" "CCDC144NL"
## [2133] "CCDC146" "CCDC148"
## [2135] "CCDC149" "CCDC15"
## [2137] "CCDC150" "CCDC151"
## [2139] "CCDC152" "CCDC153"
## [2141] "CCDC154" "CCDC157"
## [2143] "CCDC158" "CCDC159"
## [2145] "CCDC160" "CCDC162P"
## [2147] "CCDC167" "CCDC168"
## [2149] "CCDC169" "CCDC17"
## [2151] "CCDC170" "CCDC171"
## [2153] "CCDC173" "CCDC174"
## [2155] "CCDC175" "CCDC178"
## [2157] "CCDC18" "CCDC22"
## [2159] "CCDC24" "CCDC25"
## [2161] "CCDC27" "CCDC28A"
## [2163] "CCDC28B" "CCDC3"
## [2165] "CCDC30" "CCDC33"
## [2167] "CCDC34" "CCDC38"
## [2169] "CCDC40" "CCDC42"
## [2171] "CCDC43" "CCDC47"
## [2173] "CCDC50" "CCDC51"
## [2175] "CCDC57" "CCDC58"
## [2177] "CCDC59" "CCDC6"
## [2179] "CCDC60" "CCDC61"
## [2181] "CCDC62" "CCDC63"
## [2183] "CCDC65" "CCDC66"
## [2185] "CCDC68" "CCDC69"
## [2187] "CCDC7" "CCDC71"
## [2189] "CCDC71L" "CCDC73"
## [2191] "CCDC74A" "CCDC74B"
## [2193] "CCDC77" "CCDC78"
## [2195] "CCDC8" "CCDC80"
## [2197] "CCDC81" "CCDC82"
## [2199] "CCDC83" "CCDC84"
## [2201] "CCDC85A" "CCDC85B"
## [2203] "CCDC85C" "CCDC86"
## [2205] "CCDC87" "CCDC88A"
## [2207] "CCDC88B" "CCDC88C"
## [2209] "CCDC89" "CCDC9"
## [2211] "CCDC90B" "CCDC91"
## [2213] "CCDC92" "CCDC93"
## [2215] "CCDC96" "CCDC97"
## [2217] "CCHCR1" "CCIN"
## [2219] "CCK" "CCKBR"
## [2221] "CCL13" "CCL17"
## [2223] "CCL18" "CCL19"
## [2225] "CCL2" "CCL20"
## [2227] "CCL22" "CCL23"
## [2229] "CCL24" "CCL25"
## [2231] "CCL26" "CCL27"
## [2233] "CCL28" "CCL3"
## [2235] "CCL3L1" "CCL4"
## [2237] "CCL4L2" "CCL5"
## [2239] "CCL7" "CCL8"
## [2241] "CCM2" "CCM2L"
## [2243] "CCNA1" "CCNA2"
## [2245] "CCNB1" "CCNB1IP1"
## [2247] "CCNB2" "CCNB3"
## [2249] "CCNC" "CCND1"
## [2251] "CCND2" "CCND3"
## [2253] "CCNDBP1" "CCNE1"
## [2255] "CCNE2" "CCNF"
## [2257] "CCNG1" "CCNG2"
## [2259] "CCNH" "CCNI"
## [2261] "CCNI2" "CCNJ"
## [2263] "CCNJL" "CCNK"
## [2265] "CCNL1" "CCNL2"
## [2267] "CCNO" "CCNT1"
## [2269] "CCNT2" "CCNY"
## [2271] "CCNYL1" "CCP110"
## [2273] "CCPG1" "CCR1"
## [2275] "CCR10" "CCR2"
## [2277] "CCR3" "CCR4"
## [2279] "CCR5" "CCR6"
## [2281] "CCR7" "CCR8"
## [2283] "CCR9" "CCRL2"
## [2285] "CCS" "CCSAP"
## [2287] "CCSER1" "CCSER2"
## [2289] "CCT2" "CCT3"
## [2291] "CCT4" "CCT5"
## [2293] "CCT6A" "CCT6B"
## [2295] "CCT6P1" "CCT6P3"
## [2297] "CCT7" "CCT8"
## [2299] "CCZ1" "CCZ1B"
## [2301] "CD101" "CD109"
## [2303] "CD14" "CD151"
## [2305] "CD160" "CD163"
## [2307] "CD163L1" "CD164"
## [2309] "CD164L2" "CD177"
## [2311] "CD180" "CD19"
## [2313] "CD1A" "CD1B"
## [2315] "CD1C" "CD1D"
## [2317] "CD1E" "CD2"
## [2319] "CD200" "CD200R1"
## [2321] "CD200R1L" "CD207"
## [2323] "CD209" "CD22"
## [2325] "CD226" "CD24"
## [2327] "CD244" "CD247"
## [2329] "CD248" "CD27"
## [2331] "CD27-AS1" "CD274"
## [2333] "CD276" "CD28"
## [2335] "CD2AP" "CD2BP2"
## [2337] "CD300A" "CD300C"
## [2339] "CD300E" "CD300LB"
## [2341] "CD300LD" "CD300LF"
## [2343] "CD300LG" "CD302"
## [2345] "CD320" "CD33"
## [2347] "CD34" "CD36"
## [2349] "CD37" "CD38"
## [2351] "CD3D" "CD3E"
## [2353] "CD3G" "CD4"
## [2355] "CD40" "CD40LG"
## [2357] "CD44" "CD46"
## [2359] "CD47" "CD48"
## [2361] "CD5" "CD52"
## [2363] "CD53" "CD55"
## [2365] "CD58" "CD59"
## [2367] "CD5L" "CD6"
## [2369] "CD63" "CD68"
## [2371] "CD69" "CD7"
## [2373] "CD70" "CD72"
## [2375] "CD74" "CD79A"
## [2377] "CD79B" "CD80"
## [2379] "CD81" "CD82"
## [2381] "CD83" "CD84"
## [2383] "CD86" "CD8A"
## [2385] "CD8B" "CD9"
## [2387] "CD93" "CD96"
## [2389] "CD99" "CD99L2"
## [2391] "CD99P1" "CDA"
## [2393] "CDADC1" "CDAN1"
## [2395] "CDC123" "CDC14A"
## [2397] "CDC14B" "CDC16"
## [2399] "CDC20" "CDC20B"
## [2401] "CDC23" "CDC25A"
## [2403] "CDC25B" "CDC25C"
## [2405] "CDC26" "CDC27"
## [2407] "CDC34" "CDC37"
## [2409] "CDC37L1" "CDC40"
## [2411] "CDC42" "CDC42BPA"
## [2413] "CDC42BPB" "CDC42BPG"
## [2415] "CDC42EP1" "CDC42EP2"
## [2417] "CDC42EP3" "CDC42EP4"
## [2419] "CDC42EP5" "CDC42SE1"
## [2421] "CDC42SE2" "CDC45"
## [2423] "CDC5L" "CDC6"
## [2425] "CDC7" "CDC73"
## [2427] "CDCA2" "CDCA3"
## [2429] "CDCA4" "CDCA5"
## [2431] "CDCA7" "CDCA7L"
## [2433] "CDCA8" "CDCP1"
## [2435] "CDH1" "CDH10"
## [2437] "CDH11" "CDH12"
## [2439] "CDH13" "CDH15"
## [2441] "CDH16" "CDH17"
## [2443] "CDH19" "CDH2"
## [2445] "CDH20" "CDH22"
## [2447] "CDH23" "CDH24"
## [2449] "CDH26" "CDH3"
## [2451] "CDH4" "CDH5"
## [2453] "CDH6" "CDH7"
## [2455] "CDH8" "CDHR1"
## [2457] "CDHR2" "CDHR3"
## [2459] "CDHR4" "CDHR5"
## [2461] "CDIP1" "CDIPT"
## [2463] "CDK1" "CDK10"
## [2465] "CDK11A" "CDK11B"
## [2467] "CDK12" "CDK13"
## [2469] "CDK14" "CDK15"
## [2471] "CDK16" "CDK17"
## [2473] "CDK18" "CDK19"
## [2475] "CDK2" "CDK20"
## [2477] "CDK2AP1" "CDK2AP2"
## [2479] "CDK3" "CDK4"
## [2481] "CDK5" "CDK5R1"
## [2483] "CDK5R2" "CDK5RAP1"
## [2485] "CDK5RAP2" "CDK5RAP3"
## [2487] "CDK6" "CDK7"
## [2489] "CDK8" "CDK9"
## [2491] "CDKAL1" "CDKL1"
## [2493] "CDKL2" "CDKL3"
## [2495] "CDKL4" "CDKL5"
## [2497] "CDKN1A" "CDKN1B"
## [2499] "CDKN1C" "CDKN2A"
## [2501] "CDKN2AIP" "CDKN2AIPNL"
## [2503] "CDKN2B" "CDKN2B-AS1"
## [2505] "CDKN2C" "CDKN2D"
## [2507] "CDKN3" "CDNF"
## [2509] "CDO1" "CDON"
## [2511] "CDPF1" "CDR2"
## [2513] "CDR2L" "CDRT1"
## [2515] "CDRT15" "CDRT15P1"
## [2517] "CDRT4" "CDS1"
## [2519] "CDS2" "CDSN"
## [2521] "CDT1" "CDV3"
## [2523] "CDX2" "CDYL"
## [2525] "CDYL2" "CEACAM1"
## [2527] "CEACAM16" "CEACAM19"
## [2529] "CEACAM20" "CEACAM21"
## [2531] "CEACAM22P" "CEACAM3"
## [2533] "CEACAM4" "CEACAM5"
## [2535] "CEACAM6" "CEACAM7"
## [2537] "CEACAM8" "CEBPA"
## [2539] "CEBPB" "CEBPD"
## [2541] "CEBPE" "CEBPG"
## [2543] "CEBPZ" "CECR2"
## [2545] "CECR7" "CEL"
## [2547] "CELA1" "CELA2A"
## [2549] "CELA2B" "CELF1"
## [2551] "CELF2" "CELF3"
## [2553] "CELF4" "CELF5"
## [2555] "CELF6" "CELSR1"
## [2557] "CELSR2" "CELSR3"
## [2559] "CEMP1" "CEND1"
## [2561] "CENPA" "CENPB"
## [2563] "CENPBD1" "CENPE"
## [2565] "CENPF" "CENPH"
## [2567] "CENPI" "CENPJ"
## [2569] "CENPK" "CENPL"
## [2571] "CENPM" "CENPN"
## [2573] "CENPO" "CENPP"
## [2575] "CENPQ" "CENPT"
## [2577] "CENPV" "CENPW"
## [2579] "CEP104" "CEP112"
## [2581] "CEP120" "CEP128"
## [2583] "CEP135" "CEP152"
## [2585] "CEP164" "CEP170"
## [2587] "CEP170B" "CEP170P1"
## [2589] "CEP19" "CEP192"
## [2591] "CEP250" "CEP290"
## [2593] "CEP350" "CEP41"
## [2595] "CEP44" "CEP55"
## [2597] "CEP57" "CEP57L1"
## [2599] "CEP63" "CEP68"
## [2601] "CEP70" "CEP72"
## [2603] "CEP76" "CEP78"
## [2605] "CEP85" "CEP85L"
## [2607] "CEP89" "CEP95"
## [2609] "CEP97" "CEPT1"
## [2611] "CERCAM" "CERK"
## [2613] "CERKL" "CERS1"
## [2615] "CERS2" "CERS3"
## [2617] "CERS4" "CERS5"
## [2619] "CERS6" "CERS6-AS1"
## [2621] "CES1" "CES1P1"
## [2623] "CES1P2" "CES2"
## [2625] "CES3" "CES4A"
## [2627] "CES5AP1" "CETN2"
## [2629] "CETN3" "CETN4P"
## [2631] "CETP" "CFB"
## [2633] "CFD" "CFDP1"
## [2635] "CFH" "CFHR1"
## [2637] "CFHR3" "CFI"
## [2639] "CFL1" "CFL1P1"
## [2641] "CFL2" "CFLAR"
## [2643] "CFLAR-AS1" "CFP"
## [2645] "CFTR" "CGB1"
## [2647] "CGB2" "CGB5"
## [2649] "CGB7" "CGB8"
## [2651] "CGGBP1" "CGN"
## [2653] "CGNL1" "CGREF1"
## [2655] "CGRRF1" "CH25H"
## [2657] "CHAC1" "CHAC2"
## [2659] "CHAD" "CHADL"
## [2661] "CHAF1A" "CHAF1B"
## [2663] "CHAMP1" "CHCHD1"
## [2665] "CHCHD10" "CHCHD2"
## [2667] "CHCHD3" "CHCHD4"
## [2669] "CHCHD5" "CHCHD6"
## [2671] "CHCHD7" "CHD1"
## [2673] "CHD1L" "CHD2"
## [2675] "CHD3" "CHD4"
## [2677] "CHD5" "CHD6"
## [2679] "CHD7" "CHD8"
## [2681] "CHD9" "CHDH"
## [2683] "CHEK1" "CHEK2"
## [2685] "CHERP" "CHFR"
## [2687] "CHGA" "CHGB"
## [2689] "CHI3L1" "CHI3L2"
## [2691] "CHIAP2" "CHIC1"
## [2693] "CHIC2" "CHID1"
## [2695] "CHIT1" "CHKA"
## [2697] "CHKB" "CHKB-CPT1B"
## [2699] "CHL1" "CHM"
## [2701] "CHML" "CHMP1A"
## [2703] "CHMP1B" "CHMP2A"
## [2705] "CHMP2B" "CHMP3"
## [2707] "CHMP4A" "CHMP4B"
## [2709] "CHMP4C" "CHMP5"
## [2711] "CHMP6" "CHMP7"
## [2713] "CHN1" "CHN2"
## [2715] "CHODL" "CHORDC1"
## [2717] "CHP1" "CHP2"
## [2719] "CHPF" "CHPF2"
## [2721] "CHPT1" "CHRAC1"
## [2723] "CHRD" "CHRDL2"
## [2725] "CHRFAM7A" "CHRM1"
## [2727] "CHRM3" "CHRM4"
## [2729] "CHRM5" "CHRNA1"
## [2731] "CHRNA10" "CHRNA2"
## [2733] "CHRNA3" "CHRNA4"
## [2735] "CHRNA5" "CHRNA6"
## [2737] "CHRNA7" "CHRNA9"
## [2739] "CHRNB1" "CHRNB2"
## [2741] "CHRNB4" "CHRND"
## [2743] "CHRNE" "CHRNG"
## [2745] "CHST1" "CHST10"
## [2747] "CHST11" "CHST12"
## [2749] "CHST13" "CHST14"
## [2751] "CHST15" "CHST2"
## [2753] "CHST3" "CHST4"
## [2755] "CHST5" "CHST6"
## [2757] "CHST7" "CHST8"
## [2759] "CHST9" "CHSY1"
## [2761] "CHSY3" "CHTF18"
## [2763] "CHTF8" "CHTOP"
## [2765] "CHUK" "CHURC1"
## [2767] "CIAO1" "CIAPIN1"
## [2769] "CIB1" "CIB2"
## [2771] "CIB3" "CIB4"
## [2773] "CIC" "CIDEB"
## [2775] "CIDEC" "CIITA"
## [2777] "CILP" "CILP2"
## [2779] "CINP" "CIR1"
## [2781] "CIRBP" "CIRBP-AS1"
## [2783] "CISD1" "CISD2"
## [2785] "CISD3" "CISH"
## [2787] "CIT" "CITED1"
## [2789] "CITED2" "CITED4"
## [2791] "CIZ1" "CKAP2"
## [2793] "CKAP2L" "CKAP4"
## [2795] "CKAP5" "CKB"
## [2797] "CKLF" "CKLF-CMTM1"
## [2799] "CKM" "CKMT1A"
## [2801] "CKMT1B" "CKMT2"
## [2803] "CKS1B" "CKS2"
## [2805] "CLASP1" "CLASP2"
## [2807] "CLASRP" "CLC"
## [2809] "CLCA2" "CLCA3P"
## [2811] "CLCA4" "CLCC1"
## [2813] "CLCF1" "CLCN1"
## [2815] "CLCN2" "CLCN3"
## [2817] "CLCN4" "CLCN5"
## [2819] "CLCN6" "CLCN7"
## [2821] "CLCNKA" "CLCNKB"
## [2823] "CLDN1" "CLDN10"
## [2825] "CLDN10-AS1" "CLDN11"
## [2827] "CLDN12" "CLDN14"
## [2829] "CLDN15" "CLDN16"
## [2831] "CLDN18" "CLDN19"
## [2833] "CLDN2" "CLDN20"
## [2835] "CLDN23" "CLDN24"
## [2837] "CLDN3" "CLDN4"
## [2839] "CLDN5" "CLDN6"
## [2841] "CLDN7" "CLDN8"
## [2843] "CLDN9" "CLDND1"
## [2845] "CLDND2" "CLEC10A"
## [2847] "CLEC11A" "CLEC12A"
## [2849] "CLEC12B" "CLEC16A"
## [2851] "CLEC17A" "CLEC18A"
## [2853] "CLEC18B" "CLEC18C"
## [2855] "CLEC19A" "CLEC1A"
## [2857] "CLEC1B" "CLEC2B"
## [2859] "CLEC2D" "CLEC2L"
## [2861] "CLEC3B" "CLEC4A"
## [2863] "CLEC4C" "CLEC4D"
## [2865] "CLEC4E" "CLEC4F"
## [2867] "CLEC4G" "CLEC5A"
## [2869] "CLEC6A" "CLEC7A"
## [2871] "CLEC9A" "CLECL1"
## [2873] "CLGN" "CLHC1"
## [2875] "CLIC1" "CLIC2"
## [2877] "CLIC3" "CLIC4"
## [2879] "CLIC5" "CLIC6"
## [2881] "CLINT1" "CLIP1"
## [2883] "CLIP2" "CLIP3"
## [2885] "CLIP4" "CLK1"
## [2887] "CLK2" "CLK3"
## [2889] "CLK4" "CLLU1"
## [2891] "CLMN" "CLMP"
## [2893] "CLN3" "CLN5"
## [2895] "CLN6" "CLN8"
## [2897] "CLNK" "CLNS1A"
## [2899] "CLOCK" "CLP1"
## [2901] "CLPB" "CLPP"
## [2903] "CLPSL2" "CLPTM1"
## [2905] "CLPTM1L" "CLPX"
## [2907] "CLRN1" "CLRN1-AS1"
## [2909] "CLRN3" "CLSPN"
## [2911] "CLSTN1" "CLSTN2"
## [2913] "CLSTN3" "CLTA"
## [2915] "CLTB" "CLTC"
## [2917] "CLTCL1" "CLU"
## [2919] "CLUAP1" "CLUH"
## [2921] "CLUHP3" "CLUL1"
## [2923] "CLVS1" "CLYBL"
## [2925] "CMA1" "CMAHP"
## [2927] "CMAS" "CMBL"
## [2929] "CMC1" "CMC2"
## [2931] "CMC4" "CMIP"
## [2933] "CMKLR1" "CMPK1"
## [2935] "CMPK2" "CMSS1"
## [2937] "CMTM1" "CMTM2"
## [2939] "CMTM3" "CMTM4"
## [2941] "CMTM5" "CMTM6"
## [2943] "CMTM7" "CMTM8"
## [2945] "CMYA5" "CNBD2"
## [2947] "CNBP" "CNDP1"
## [2949] "CNDP2" "CNEP1R1"
## [2951] "CNFN" "CNGA1"
## [2953] "CNGA4" "CNGB1"
## [2955] "CNGB3" "CNIH2"
## [2957] "CNIH3" "CNIH4"
## [2959] "CNKSR1" "CNKSR2"
## [2961] "CNKSR3" "CNN1"
## [2963] "CNN2" "CNN3"
## [2965] "CNNM1" "CNNM2"
## [2967] "CNNM3" "CNNM4"
## [2969] "CNOT1" "CNOT10"
## [2971] "CNOT11" "CNOT2"
## [2973] "CNOT3" "CNOT4"
## [2975] "CNOT6" "CNOT6L"
## [2977] "CNOT7" "CNOT8"
## [2979] "CNP" "CNPPD1"
## [2981] "CNPY1" "CNPY2"
## [2983] "CNPY3" "CNPY4"
## [2985] "CNR1" "CNR2"
## [2987] "CNRIP1" "CNST"
## [2989] "CNTD1" "CNTF"
## [2991] "CNTFR" "CNTLN"
## [2993] "CNTN1" "CNTN2"
## [2995] "CNTN3" "CNTN4"
## [2997] "CNTN5" "CNTNAP1"
## [2999] "CNTNAP2" "CNTNAP3"
## [3001] "CNTNAP3B" "CNTRL"
## [3003] "CNTROB" "COA1"
## [3005] "COA3" "COA4"
## [3007] "COA5" "COA6"
## [3009] "COASY" "COBL"
## [3011] "COBLL1" "COCH"
## [3013] "COG1" "COG2"
## [3015] "COG3" "COG4"
## [3017] "COG5" "COG6"
## [3019] "COG7" "COG8"
## [3021] "COIL" "COL10A1"
## [3023] "COL11A1" "COL11A2"
## [3025] "COL12A1" "COL13A1"
## [3027] "COL14A1" "COL15A1"
## [3029] "COL16A1" "COL17A1"
## [3031] "COL18A1" "COL19A1"
## [3033] "COL1A1" "COL1A2"
## [3035] "COL20A1" "COL21A1"
## [3037] "COL22A1" "COL23A1"
## [3039] "COL24A1" "COL25A1"
## [3041] "COL26A1" "COL27A1"
## [3043] "COL28A1" "COL2A1"
## [3045] "COL3A1" "COL4A1"
## [3047] "COL4A2" "COL4A3"
## [3049] "COL4A4" "COL4A5"
## [3051] "COL4A6" "COL5A1"
## [3053] "COL5A2" "COL5A3"
## [3055] "COL6A1" "COL6A2"
## [3057] "COL6A3" "COL6A4P1"
## [3059] "COL6A4P2" "COL6A5"
## [3061] "COL6A6" "COL7A1"
## [3063] "COL8A1" "COL8A2"
## [3065] "COL9A1" "COL9A2"
## [3067] "COL9A3" "COLEC10"
## [3069] "COLEC11" "COLEC12"
## [3071] "COLQ" "COMMD1"
## [3073] "COMMD10" "COMMD2"
## [3075] "COMMD3" "COMMD4"
## [3077] "COMMD5" "COMMD6"
## [3079] "COMMD7" "COMMD8"
## [3081] "COMMD9" "COMP"
## [3083] "COMT" "COMTD1"
## [3085] "COPA" "COPB1"
## [3087] "COPB2" "COPE"
## [3089] "COPG1" "COPG2"
## [3091] "COPRS" "COPS2"
## [3093] "COPS3" "COPS4"
## [3095] "COPS5" "COPS6"
## [3097] "COPS7A" "COPS7B"
## [3099] "COPS8" "COPZ1"
## [3101] "COPZ2" "COQ10A"
## [3103] "COQ10B" "COQ2"
## [3105] "COQ3" "COQ4"
## [3107] "COQ5" "COQ6"
## [3109] "COQ7" "COQ9"
## [3111] "CORIN" "CORO1A"
## [3113] "CORO1B" "CORO1C"
## [3115] "CORO2A" "CORO2B"
## [3117] "CORO6" "CORO7"
## [3119] "CORO7-PAM16" "CORT"
## [3121] "COTL1" "COX10"
## [3123] "COX10-AS1" "COX11"
## [3125] "COX14" "COX15"
## [3127] "COX16" "COX17"
## [3129] "COX18" "COX19"
## [3131] "COX20" "COX4I1"
## [3133] "COX5A" "COX5B"
## [3135] "COX6A1" "COX6B1"
## [3137] "COX6B2" "COX6C"
## [3139] "COX7A1" "COX7A2"
## [3141] "COX7A2L" "COX7B"
## [3143] "COX7C" "COX8A"
## [3145] "CP" "CPA2"
## [3147] "CPA3" "CPA4"
## [3149] "CPA5" "CPA6"
## [3151] "CPAMD8" "CPB1"
## [3153] "CPB2" "CPB2-AS1"
## [3155] "CPD" "CPE"
## [3157] "CPEB1" "CPEB2"
## [3159] "CPEB3" "CPEB4"
## [3161] "CPED1" "CPLX1"
## [3163] "CPLX2" "CPLX3"
## [3165] "CPM" "CPN1"
## [3167] "CPNE1" "CPNE2"
## [3169] "CPNE3" "CPNE4"
## [3171] "CPNE5" "CPNE7"
## [3173] "CPNE8" "CPNE9"
## [3175] "CPO" "CPOX"
## [3177] "CPPED1" "CPQ"
## [3179] "CPS1" "CPSF1"
## [3181] "CPSF2" "CPSF3"
## [3183] "CPSF4" "CPSF4L"
## [3185] "CPSF6" "CPSF7"
## [3187] "CPT1A" "CPT1B"
## [3189] "CPT1C" "CPT2"
## [3191] "CPVL" "CPXM1"
## [3193] "CPXM2" "CPZ"
## [3195] "CR1" "CR1L"
## [3197] "CR2" "CRABP1"
## [3199] "CRABP2" "CRADD"
## [3201] "CRAT" "CRB1"
## [3203] "CRB2" "CRB3"
## [3205] "CRBN" "CRCP"
## [3207] "CRCT1" "CREB1"
## [3209] "CREB3" "CREB3L1"
## [3211] "CREB3L2" "CREB3L3"
## [3213] "CREB3L4" "CREB5"
## [3215] "CREBBP" "CREBL2"
## [3217] "CREBRF" "CREBZF"
## [3219] "CREG1" "CREG2"
## [3221] "CRELD1" "CRELD2"
## [3223] "CREM" "CRH"
## [3225] "CRHBP" "CRHR1"
## [3227] "CRHR2" "CRIM1"
## [3229] "CRIP1" "CRIP2"
## [3231] "CRIP3" "CRIPT"
## [3233] "CRISP2" "CRISP3"
## [3235] "CRISPLD1" "CRISPLD2"
## [3237] "CRK" "CRKL"
## [3239] "CRLF1" "CRLF2"
## [3241] "CRLF3" "CRLS1"
## [3243] "CRMP1" "CRNDE"
## [3245] "CRNKL1" "CRNN"
## [3247] "CROCC" "CROCCP2"
## [3249] "CROCCP3" "CROT"
## [3251] "CRP" "CRTAC1"
## [3253] "CRTAM" "CRTAP"
## [3255] "CRTC1" "CRTC2"
## [3257] "CRTC3" "CRX"
## [3259] "CRY1" "CRY2"
## [3261] "CRYAB" "CRYBA1"
## [3263] "CRYBA2" "CRYBB1"
## [3265] "CRYBB2" "CRYBB2P1"
## [3267] "CRYBB3" "CRYBG3"
## [3269] "CRYGN" "CRYGS"
## [3271] "CRYL1" "CRYM"
## [3273] "CRYM-AS1" "CRYZ"
## [3275] "CRYZL1" "CS"
## [3277] "CSAD" "CSDC2"
## [3279] "CSDE1" "CSE1L"
## [3281] "CSF1" "CSF1R"
## [3283] "CSF2" "CSF2RA"
## [3285] "CSF2RB" "CSF3"
## [3287] "CSF3R" "CSGALNACT1"
## [3289] "CSGALNACT2" "CSH2"
## [3291] "CSK" "CSMD1"
## [3293] "CSMD2" "CSMD3"
## [3295] "CSN3" "CSNK1A1"
## [3297] "CSNK1A1L" "CSNK1A1P1"
## [3299] "CSNK1D" "CSNK1E"
## [3301] "CSNK1G1" "CSNK1G2"
## [3303] "CSNK1G2-AS1" "CSNK1G3"
## [3305] "CSNK2A1" "CSNK2A2"
## [3307] "CSNK2A3" "CSNK2B"
## [3309] "CSPG4" "CSPG5"
## [3311] "CSPP1" "CSRNP1"
## [3313] "CSRNP2" "CSRNP3"
## [3315] "CSRP1" "CSRP2"
## [3317] "CST1" "CST2"
## [3319] "CST3" "CST4"
## [3321] "CST5" "CST6"
## [3323] "CST7" "CSTA"
## [3325] "CSTB" "CSTF1"
## [3327] "CSTF2" "CSTF2T"
## [3329] "CSTF3" "CT45A5"
## [3331] "CT62" "CTAG2"
## [3333] "CTAGE1" "CTAGE11P"
## [3335] "CTAGE4" "CTAGE7P"
## [3337] "CTAGE9" "CTBP1"
## [3339] "CTBP2" "CTBS"
## [3341] "CTC1" "CTCF"
## [3343] "CTDNEP1" "CTDP1"
## [3345] "CTDSP1" "CTDSP2"
## [3347] "CTDSPL" "CTDSPL2"
## [3349] "CTF1" "CTH"
## [3351] "CTHRC1" "CTIF"
## [3353] "CTLA4" "CTNNA1"
## [3355] "CTNNA2" "CTNNA3"
## [3357] "CTNNAL1" "CTNNB1"
## [3359] "CTNNBIP1" "CTNNBL1"
## [3361] "CTNND1" "CTNND2"
## [3363] "CTNS" "CTPS1"
## [3365] "CTPS2" "CTR9"
## [3367] "CTRB2" "CTRC"
## [3369] "CTRL" "CTSA"
## [3371] "CTSB" "CTSC"
## [3373] "CTSD" "CTSE"
## [3375] "CTSF" "CTSG"
## [3377] "CTSH" "CTSK"
## [3379] "CTSL3P" "CTSO"
## [3381] "CTSS" "CTSW"
## [3383] "CTSZ" "CTTN"
## [3385] "CTTNBP2" "CTTNBP2NL"
## [3387] "CTU1" "CTU2"
## [3389] "CTXN1" "CTXN2"
## [3391] "CUBN" "CUEDC1"
## [3393] "CUEDC2" "CUL1"
## [3395] "CUL2" "CUL3"
## [3397] "CUL4A" "CUL4B"
## [3399] "CUL5" "CUL7"
## [3401] "CUL9" "CUTA"
## [3403] "CUTC" "CUX1"
## [3405] "CUX2" "CUZD1"
## [3407] "CWC15" "CWC22"
## [3409] "CWC25" "CWC27"
## [3411] "CWF19L1" "CWF19L2"
## [3413] "CX3CL1" "CX3CR1"
## [3415] "CXADR" "CXCL1"
## [3417] "CXCL10" "CXCL11"
## [3419] "CXCL12" "CXCL13"
## [3421] "CXCL14" "CXCL16"
## [3423] "CXCL17" "CXCL2"
## [3425] "CXCL3" "CXCL5"
## [3427] "CXCL6" "CXCL9"
## [3429] "CXCR1" "CXCR2"
## [3431] "CXCR2P1" "CXCR3"
## [3433] "CXCR4" "CXCR5"
## [3435] "CXCR6" "CXorf21"
## [3437] "CXorf38" "CXorf56"
## [3439] "CXorf58" "CXorf65"
## [3441] "CXXC1" "CXXC4"
## [3443] "CXXC5" "CYB561"
## [3445] "CYB561D1" "CYB561D2"
## [3447] "CYB5A" "CYB5B"
## [3449] "CYB5D1" "CYB5D2"
## [3451] "CYB5R1" "CYB5R2"
## [3453] "CYB5R3" "CYB5R4"
## [3455] "CYB5RL" "CYBA"
## [3457] "CYBB" "CYBRD1"
## [3459] "CYC1" "CYCS"
## [3461] "CYCSP52" "CYFIP1"
## [3463] "CYFIP2" "CYGB"
## [3465] "CYHR1" "CYLD"
## [3467] "CYMP" "CYP11A1"
## [3469] "CYP11B1" "CYP17A1"
## [3471] "CYP19A1" "CYP1A1"
## [3473] "CYP1A2" "CYP1B1"
## [3475] "CYP1B1-AS1" "CYP20A1"
## [3477] "CYP21A1P" "CYP21A2"
## [3479] "CYP24A1" "CYP26A1"
## [3481] "CYP26B1" "CYP26C1"
## [3483] "CYP27A1" "CYP27B1"
## [3485] "CYP27C1" "CYP2A13"
## [3487] "CYP2A6" "CYP2A7"
## [3489] "CYP2B6" "CYP2C18"
## [3491] "CYP2C19" "CYP2C8"
## [3493] "CYP2C9" "CYP2D6"
## [3495] "CYP2E1" "CYP2F1"
## [3497] "CYP2G1P" "CYP2J2"
## [3499] "CYP2R1" "CYP2S1"
## [3501] "CYP2U1" "CYP2W1"
## [3503] "CYP39A1" "CYP3A4"
## [3505] "CYP3A43" "CYP3A5"
## [3507] "CYP3A7" "CYP46A1"
## [3509] "CYP4B1" "CYP4F11"
## [3511] "CYP4F12" "CYP4F2"
## [3513] "CYP4F22" "CYP4F3"
## [3515] "CYP4F35P" "CYP4V2"
## [3517] "CYP4X1" "CYP51A1"
## [3519] "CYP7A1" "CYP7B1"
## [3521] "CYS1" "CYSLTR1"
## [3523] "CYSLTR2" "CYSTM1"
## [3525] "CYTH1" "CYTH2"
## [3527] "CYTH3" "CYTH4"
## [3529] "CYTIP" "CYTL1"
## [3531] "CYYR1" "D2HGDH"
## [3533] "DAAM1" "DAAM2"
## [3535] "DAB1" "DAB2"
## [3537] "DAB2IP" "DACH1"
## [3539] "DACT1" "DACT2"
## [3541] "DACT3" "DACT3-AS1"
## [3543] "DAD1" "DAG1"
## [3545] "DAGLA" "DAGLB"
## [3547] "DALRD3" "DANCR"
## [3549] "DAND5" "DAO"
## [3551] "DAP" "DAP3"
## [3553] "DAPK1" "DAPK2"
## [3555] "DAPK3" "DAPP1"
## [3557] "DARS2" "DAW1"
## [3559] "DAXX" "DAZAP1"
## [3561] "DAZAP2" "DAZL"
## [3563] "DBF4" "DBF4B"
## [3565] "DBH" "DBI"
## [3567] "DBIL5P" "DBIL5P2"
## [3569] "DBN1" "DBNDD1"
## [3571] "DBNDD2" "DBNL"
## [3573] "DBP" "DBR1"
## [3575] "DBT" "DCAF10"
## [3577] "DCAF11" "DCAF12"
## [3579] "DCAF12L2" "DCAF13"
## [3581] "DCAF13P3" "DCAF15"
## [3583] "DCAF16" "DCAF17"
## [3585] "DCAF4" "DCAF4L1"
## [3587] "DCAF5" "DCAF6"
## [3589] "DCAF7" "DCAF8"
## [3591] "DCAKD" "DCBLD1"
## [3593] "DCBLD2" "DCC"
## [3595] "DCDC1" "DCDC2"
## [3597] "DCDC2B" "DCHS1"
## [3599] "DCHS2" "DCK"
## [3601] "DCLK1" "DCLK2"
## [3603] "DCLK3" "DCLRE1A"
## [3605] "DCLRE1B" "DCLRE1C"
## [3607] "DCN" "DCP1A"
## [3609] "DCP1B" "DCP2"
## [3611] "DCPS" "DCST1"
## [3613] "DCST2" "DCSTAMP"
## [3615] "DCT" "DCTD"
## [3617] "DCTN1" "DCTN1-AS1"
## [3619] "DCTN2" "DCTN3"
## [3621] "DCTN4" "DCTN5"
## [3623] "DCTN6" "DCTPP1"
## [3625] "DCUN1D1" "DCUN1D2"
## [3627] "DCUN1D3" "DCUN1D4"
## [3629] "DCUN1D5" "DCXR"
## [3631] "DDA1" "DDAH1"
## [3633] "DDAH2" "DDB1"
## [3635] "DDB2" "DDC"
## [3637] "DDHD1" "DDHD2"
## [3639] "DDI1" "DDI2"
## [3641] "DDIT3" "DDIT4"
## [3643] "DDIT4L" "DDN"
## [3645] "DDO" "DDOST"
## [3647] "DDR1" "DDR2"
## [3649] "DDRGK1" "DDT"
## [3651] "DDTL" "DDX1"
## [3653] "DDX10" "DDX11"
## [3655] "DDX11-AS1" "DDX11L1"
## [3657] "DDX11L10" "DDX11L2"
## [3659] "DDX11L5" "DDX12P"
## [3661] "DDX17" "DDX18"
## [3663] "DDX19A" "DDX19B"
## [3665] "DDX20" "DDX21"
## [3667] "DDX23" "DDX24"
## [3669] "DDX25" "DDX27"
## [3671] "DDX28" "DDX31"
## [3673] "DDX39A" "DDX39B"
## [3675] "DDX3X" "DDX3Y"
## [3677] "DDX4" "DDX41"
## [3679] "DDX42" "DDX43"
## [3681] "DDX46" "DDX47"
## [3683] "DDX49" "DDX5"
## [3685] "DDX50" "DDX51"
## [3687] "DDX52" "DDX54"
## [3689] "DDX55" "DDX56"
## [3691] "DDX58" "DDX59"
## [3693] "DDX6" "DDX60"
## [3695] "DDX60L" "DEAF1"
## [3697] "DECR1" "DECR2"
## [3699] "DEDD" "DEDD2"
## [3701] "DEF6" "DEF8"
## [3703] "DEFA3" "DEFA4"
## [3705] "DEFB1" "DEFB4A"
## [3707] "DEGS1" "DEGS2"
## [3709] "DEK" "DENND1A"
## [3711] "DENND1B" "DENND1C"
## [3713] "DENND2A" "DENND2C"
## [3715] "DENND2D" "DENND3"
## [3717] "DENND4A" "DENND4B"
## [3719] "DENND4C" "DENND5A"
## [3721] "DENND5B" "DENND5B-AS1"
## [3723] "DENND6A" "DENND6B"
## [3725] "DENR" "DEPDC1"
## [3727] "DEPDC1B" "DEPDC4"
## [3729] "DEPDC5" "DEPDC7"
## [3731] "DEPTOR" "DERA"
## [3733] "DERL1" "DERL2"
## [3735] "DERL3" "DES"
## [3737] "DESI1" "DESI2"
## [3739] "DET1" "DEXI"
## [3741] "DFFA" "DFFB"
## [3743] "DGAT1" "DGAT2"
## [3745] "DGAT2L6" "DGCR11"
## [3747] "DGCR2" "DGCR5"
## [3749] "DGCR6" "DGCR6L"
## [3751] "DGCR8" "DGKA"
## [3753] "DGKB" "DGKD"
## [3755] "DGKE" "DGKG"
## [3757] "DGKH" "DGKI"
## [3759] "DGKK" "DGKQ"
## [3761] "DGKZ" "DGUOK"
## [3763] "DHCR24" "DHCR7"
## [3765] "DHDDS" "DHDH"
## [3767] "DHFR" "DHH"
## [3769] "DHODH" "DHPS"
## [3771] "DHRS1" "DHRS11"
## [3773] "DHRS12" "DHRS13"
## [3775] "DHRS2" "DHRS3"
## [3777] "DHRS4" "DHRS4-AS1"
## [3779] "DHRS4L1" "DHRS4L2"
## [3781] "DHRS7" "DHRS7B"
## [3783] "DHRS7C" "DHRS9"
## [3785] "DHRSX" "DHTKD1"
## [3787] "DHX15" "DHX16"
## [3789] "DHX29" "DHX30"
## [3791] "DHX32" "DHX33"
## [3793] "DHX34" "DHX35"
## [3795] "DHX36" "DHX37"
## [3797] "DHX38" "DHX40"
## [3799] "DHX57" "DHX58"
## [3801] "DHX9" "DIABLO"
## [3803] "DIAPH1" "DIAPH2"
## [3805] "DIAPH3" "DICER1"
## [3807] "DICER1-AS1" "DIDO1"
## [3809] "DIMT1" "DIO1"
## [3811] "DIO2" "DIO3"
## [3813] "DIO3OS" "DIP2A"
## [3815] "DIP2A-IT1" "DIP2B"
## [3817] "DIP2C" "DIRAS1"
## [3819] "DIRAS2" "DIRAS3"
## [3821] "DIRC3" "DIS3"
## [3823] "DIS3L" "DIS3L2"
## [3825] "DISC1" "DISP1"
## [3827] "DISP2" "DIXDC1"
## [3829] "DKC1" "DKK1"
## [3831] "DKK2" "DKK3"
## [3833] "DKK4" "DKKL1"
## [3835] "DLAT" "DLC1"
## [3837] "DLD" "DLEC1"
## [3839] "DLEU1" "DLEU2"
## [3841] "DLEU2L" "DLEU7"
## [3843] "DLG1" "DLG1-AS1"
## [3845] "DLG2" "DLG3"
## [3847] "DLG4" "DLG5"
## [3849] "DLG5-AS1" "DLGAP1"
## [3851] "DLGAP1-AS1" "DLGAP1-AS3"
## [3853] "DLGAP1-AS5" "DLGAP3"
## [3855] "DLGAP4" "DLGAP5"
## [3857] "DLK1" "DLK2"
## [3859] "DLL1" "DLL3"
## [3861] "DLL4" "DLST"
## [3863] "DLX1" "DLX2"
## [3865] "DLX3" "DLX4"
## [3867] "DLX6" "DLX6-AS1"
## [3869] "DMAP1" "DMBT1"
## [3871] "DMBX1" "DMC1"
## [3873] "DMD" "DMGDH"
## [3875] "DMKN" "DMPK"
## [3877] "DMRT1" "DMRT2"
## [3879] "DMRTA1" "DMRTA2"
## [3881] "DMRTC2" "DMTF1"
## [3883] "DMWD" "DMXL1"
## [3885] "DMXL2" "DNA2"
## [3887] "DNAAF1" "DNAAF2"
## [3889] "DNAAF3" "DNAH1"
## [3891] "DNAH10" "DNAH11"
## [3893] "DNAH12" "DNAH14"
## [3895] "DNAH17" "DNAH2"
## [3897] "DNAH3" "DNAH5"
## [3899] "DNAH6" "DNAH7"
## [3901] "DNAH8" "DNAH9"
## [3903] "DNAI1" "DNAI2"
## [3905] "DNAJA1" "DNAJA2"
## [3907] "DNAJA3" "DNAJA4"
## [3909] "DNAJB1" "DNAJB11"
## [3911] "DNAJB12" "DNAJB13"
## [3913] "DNAJB14" "DNAJB2"
## [3915] "DNAJB4" "DNAJB5"
## [3917] "DNAJB6" "DNAJB7"
## [3919] "DNAJB8" "DNAJB8-AS1"
## [3921] "DNAJB9" "DNAJC1"
## [3923] "DNAJC10" "DNAJC11"
## [3925] "DNAJC12" "DNAJC13"
## [3927] "DNAJC14" "DNAJC15"
## [3929] "DNAJC16" "DNAJC17"
## [3931] "DNAJC18" "DNAJC19"
## [3933] "DNAJC2" "DNAJC21"
## [3935] "DNAJC22" "DNAJC24"
## [3937] "DNAJC25" "DNAJC27"
## [3939] "DNAJC27-AS1" "DNAJC28"
## [3941] "DNAJC3" "DNAJC30"
## [3943] "DNAJC4" "DNAJC5"
## [3945] "DNAJC5B" "DNAJC6"
## [3947] "DNAJC7" "DNAJC8"
## [3949] "DNAJC9" "DNAJC9-AS1"
## [3951] "DNAL1" "DNAL4"
## [3953] "DNALI1" "DNASE1"
## [3955] "DNASE1L1" "DNASE1L2"
## [3957] "DNASE1L3" "DNASE2"
## [3959] "DNASE2B" "DND1"
## [3961] "DNER" "DNHD1"
## [3963] "DNLZ" "DNM1"
## [3965] "DNM1L" "DNM1P35"
## [3967] "DNM1P46" "DNM2"
## [3969] "DNM3" "DNM3OS"
## [3971] "DNMBP" "DNMBP-AS1"
## [3973] "DNMT1" "DNMT3A"
## [3975] "DNMT3B" "DNMT3L"
## [3977] "DNPEP" "DNPH1"
## [3979] "DNTT" "DNTTIP1"
## [3981] "DNTTIP2" "DOC2A"
## [3983] "DOC2B" "DOC2GP"
## [3985] "DOCK1" "DOCK10"
## [3987] "DOCK11" "DOCK2"
## [3989] "DOCK3" "DOCK4"
## [3991] "DOCK5" "DOCK6"
## [3993] "DOCK7" "DOCK8"
## [3995] "DOCK9" "DOHH"
## [3997] "DOK1" "DOK2"
## [3999] "DOK3" "DOK4"
## [4001] "DOK5" "DOK6"
## [4003] "DOK7" "DOLK"
## [4005] "DOLPP1" "DONSON"
## [4007] "DOT1L" "DPAGT1"
## [4009] "DPCD" "DPEP1"
## [4011] "DPEP2" "DPEP3"
## [4013] "DPF1" "DPF2"
## [4015] "DPF3" "DPH1"
## [4017] "DPH2" "DPH3"
## [4019] "DPH3P1" "DPH5"
## [4021] "DPM1" "DPM2"
## [4023] "DPM3" "DPP3"
## [4025] "DPP4" "DPP7"
## [4027] "DPP8" "DPP9"
## [4029] "DPPA2P3" "DPPA4"
## [4031] "DPRXP4" "DPY19L1"
## [4033] "DPY19L1P1" "DPY19L2"
## [4035] "DPY19L2P1" "DPY19L2P2"
## [4037] "DPY19L2P3" "DPY19L3"
## [4039] "DPY19L4" "DPY30"
## [4041] "DPYD" "DPYD-AS1"
## [4043] "DPYS" "DPYSL2"
## [4045] "DPYSL3" "DPYSL4"
## [4047] "DPYSL5" "DQX1"
## [4049] "DR1" "DRAM1"
## [4051] "DRAM2" "DRAP1"
## [4053] "DRAXIN" "DRD1"
## [4055] "DRD2" "DRD3"
## [4057] "DRD4" "DRD5"
## [4059] "DRG1" "DRG2"
## [4061] "DROSHA" "DRP2"
## [4063] "DSC1" "DSC2"
## [4065] "DSC3" "DSCAML1"
## [4067] "DSCC1" "DSCR8"
## [4069] "DSCR9" "DSE"
## [4071] "DSEL" "DSG2"
## [4073] "DSG3" "DSG4"
## [4075] "DSN1" "DSP"
## [4077] "DST" "DSTN"
## [4079] "DSTNP2" "DSTYK"
## [4081] "DTD1" "DTD2"
## [4083] "DTHD1" "DTL"
## [4085] "DTNA" "DTNB"
## [4087] "DTNBP1" "DTWD1"
## [4089] "DTWD2" "DTX1"
## [4091] "DTX2" "DTX2P1-UPK3BP1-PMS2P11"
## [4093] "DTX3" "DTX3L"
## [4095] "DTX4" "DTYMK"
## [4097] "DUOX1" "DUOX2"
## [4099] "DUOXA1" "DUOXA2"
## [4101] "DUS1L" "DUS3L"
## [4103] "DUS4L" "DUSP1"
## [4105] "DUSP10" "DUSP11"
## [4107] "DUSP12" "DUSP13"
## [4109] "DUSP14" "DUSP15"
## [4111] "DUSP16" "DUSP18"
## [4113] "DUSP19" "DUSP2"
## [4115] "DUSP22" "DUSP23"
## [4117] "DUSP26" "DUSP27"
## [4119] "DUSP28" "DUSP3"
## [4121] "DUSP4" "DUSP5"
## [4123] "DUSP5P1" "DUSP6"
## [4125] "DUSP7" "DUSP8"
## [4127] "DUSP9" "DUT"
## [4129] "DVL1" "DVL2"
## [4131] "DVL3" "DYDC2"
## [4133] "DYM" "DYNC1H1"
## [4135] "DYNC1I1" "DYNC1I2"
## [4137] "DYNC1LI1" "DYNC1LI2"
## [4139] "DYNC2H1" "DYNC2LI1"
## [4141] "DYNLL1" "DYNLL2"
## [4143] "DYNLRB1" "DYNLRB2"
## [4145] "DYNLT1" "DYNLT3"
## [4147] "DYRK1A" "DYRK1B"
## [4149] "DYRK2" "DYRK3"
## [4151] "DYRK4" "DYSF"
## [4153] "DYTN" "DZANK1"
## [4155] "DZIP1" "DZIP1L"
## [4157] "DZIP3" "E2F1"
## [4159] "E2F2" "E2F3"
## [4161] "E2F4" "E2F5"
## [4163] "E2F6" "E2F7"
## [4165] "E2F8" "E4F1"
## [4167] "EAF1" "EAF2"
## [4169] "EAPP" "EARS2"
## [4171] "EBAG9" "EBF1"
## [4173] "EBF2" "EBF3"
## [4175] "EBF4" "EBI3"
## [4177] "EBLN2" "EBNA1BP2"
## [4179] "EBP" "EBPL"
## [4181] "ECD" "ECE1"
## [4183] "ECEL1" "ECH1"
## [4185] "ECHDC1" "ECHDC2"
## [4187] "ECHDC3" "ECHS1"
## [4189] "ECI1" "ECI2"
## [4191] "ECM1" "ECM2"
## [4193] "ECSCR" "ECSIT"
## [4195] "ECT2" "ECT2L"
## [4197] "EDA" "EDA2R"
## [4199] "EDAR" "EDARADD"
## [4201] "EDC3" "EDC4"
## [4203] "EDEM1" "EDEM2"
## [4205] "EDEM3" "EDF1"
## [4207] "EDIL3" "EDN1"
## [4209] "EDN2" "EDN3"
## [4211] "EDNRA" "EDNRB"
## [4213] "EEA1" "EED"
## [4215] "EEF1A1" "EEF1A2"
## [4217] "EEF1B2" "EEF1D"
## [4219] "EEF1DP3" "EEF1E1"
## [4221] "EEF1G" "EEF2"
## [4223] "EEF2K" "EEFSEC"
## [4225] "EEPD1" "EFCAB1"
## [4227] "EFCAB10" "EFCAB11"
## [4229] "EFCAB12" "EFCAB13"
## [4231] "EFCAB14" "EFCAB14-AS1"
## [4233] "EFCAB2" "EFCAB3"
## [4235] "EFCAB5" "EFCAB6"
## [4237] "EFCAB7" "EFCC1"
## [4239] "EFEMP1" "EFEMP2"
## [4241] "EFHB" "EFHC1"
## [4243] "EFHC2" "EFHD1"
## [4245] "EFHD2" "EFNA1"
## [4247] "EFNA2" "EFNA3"
## [4249] "EFNA4" "EFNA5"
## [4251] "EFNB1" "EFNB2"
## [4253] "EFNB3" "EFR3A"
## [4255] "EFR3B" "EFTUD2"
## [4257] "EGF" "EGFEM1P"
## [4259] "EGFL6" "EGFL7"
## [4261] "EGFR" "EGFR-AS1"
## [4263] "EGLN1" "EGLN2"
## [4265] "EGLN3" "EGOT"
## [4267] "EGR1" "EGR2"
## [4269] "EGR3" "EGR4"
## [4271] "EHBP1" "EHBP1L1"
## [4273] "EHD1" "EHD2"
## [4275] "EHD3" "EHD4"
## [4277] "EHF" "EHHADH"
## [4279] "EHMT1" "EHMT2"
## [4281] "EI24" "EID1"
## [4283] "EID2" "EID2B"
## [4285] "EID3" "EIF1"
## [4287] "EIF1AD" "EIF1AX"
## [4289] "EIF1AY" "EIF1B"
## [4291] "EIF1B-AS1" "EIF2A"
## [4293] "EIF2AK1" "EIF2AK2"
## [4295] "EIF2AK3" "EIF2AK4"
## [4297] "EIF2B1" "EIF2B2"
## [4299] "EIF2B3" "EIF2B4"
## [4301] "EIF2B5" "EIF2D"
## [4303] "EIF2S1" "EIF2S2"
## [4305] "EIF2S3" "EIF3A"
## [4307] "EIF3B" "EIF3C"
## [4309] "EIF3CL" "EIF3D"
## [4311] "EIF3E" "EIF3F"
## [4313] "EIF3G" "EIF3H"
## [4315] "EIF3I" "EIF3IP1"
## [4317] "EIF3J" "EIF3K"
## [4319] "EIF3L" "EIF3M"
## [4321] "EIF4A1" "EIF4A2"
## [4323] "EIF4A3" "EIF4B"
## [4325] "EIF4E" "EIF4E2"
## [4327] "EIF4E3" "EIF4EBP1"
## [4329] "EIF4EBP2" "EIF4EBP3"
## [4331] "EIF4ENIF1" "EIF4G1"
## [4333] "EIF4G2" "EIF4G3"
## [4335] "EIF4H" "EIF5"
## [4337] "EIF5A" "EIF5A2"
## [4339] "EIF5AL1" "EIF5B"
## [4341] "EIF6" "ELAC1"
## [4343] "ELAC2" "ELANE"
## [4345] "ELAVL1" "ELAVL2"
## [4347] "ELAVL3" "ELAVL4"
## [4349] "ELF1" "ELF2"
## [4351] "ELF3" "ELF4"
## [4353] "ELF5" "ELFN1"
## [4355] "ELFN2" "ELK1"
## [4357] "ELK3" "ELK4"
## [4359] "ELL" "ELL2"
## [4361] "ELL3" "ELMO1"
## [4363] "ELMO2" "ELMO3"
## [4365] "ELMOD1" "ELMOD2"
## [4367] "ELMOD3" "ELN"
## [4369] "ELOF1" "ELOVL1"
## [4371] "ELOVL2" "ELOVL2-AS1"
## [4373] "ELOVL3" "ELOVL4"
## [4375] "ELOVL5" "ELOVL6"
## [4377] "ELOVL7" "ELP2"
## [4379] "ELP3" "ELP4"
## [4381] "ELP5" "ELP6"
## [4383] "EMB" "EMBP1"
## [4385] "EMC1" "EMC10"
## [4387] "EMC2" "EMC3"
## [4389] "EMC4" "EMC6"
## [4391] "EMC7" "EMC8"
## [4393] "EMC9" "EMCN"
## [4395] "EMD" "EME1"
## [4397] "EME2" "EMG1"
## [4399] "EMID1" "EMILIN1"
## [4401] "EMILIN2" "EMILIN3"
## [4403] "EML1" "EML2"
## [4405] "EML3" "EML4"
## [4407] "EML5" "EML6"
## [4409] "EMP1" "EMP2"
## [4411] "EMP3" "EMX1"
## [4413] "EN1" "EN2"
## [4415] "ENAH" "ENAM"
## [4417] "ENC1" "ENDOD1"
## [4419] "ENDOG" "ENDOU"
## [4421] "ENDOV" "ENG"
## [4423] "ENGASE" "ENHO"
## [4425] "ENKD1" "ENKUR"
## [4427] "ENO1" "ENO1-AS1"
## [4429] "ENO2" "ENO3"
## [4431] "ENO4" "ENOPH1"
## [4433] "ENOSF1" "ENOX1"
## [4435] "ENOX2" "ENPEP"
## [4437] "ENPP1" "ENPP2"
## [4439] "ENPP3" "ENPP4"
## [4441] "ENPP5" "ENPP6"
## [4443] "ENPP7" "ENSA"
## [4445] "ENTHD1" "ENTPD1"
## [4447] "ENTPD2" "ENTPD3"
## [4449] "ENTPD3-AS1" "ENTPD4"
## [4451] "ENTPD5" "ENTPD6"
## [4453] "ENTPD7" "ENTPD8"
## [4455] "ENY2" "EOGT"
## [4457] "EOMES" "EP300"
## [4459] "EP400" "EPAS1"
## [4461] "EPB41" "EPB41L1"
## [4463] "EPB41L2" "EPB41L3"
## [4465] "EPB41L4A" "EPB41L4A-AS1"
## [4467] "EPB41L4B" "EPB41L5"
## [4469] "EPB42" "EPC1"
## [4471] "EPC2" "EPCAM"
## [4473] "EPDR1" "EPG5"
## [4475] "EPGN" "EPHA1"
## [4477] "EPHA1-AS1" "EPHA10"
## [4479] "EPHA2" "EPHA3"
## [4481] "EPHA4" "EPHA5"
## [4483] "EPHA6" "EPHA7"
## [4485] "EPHA8" "EPHB1"
## [4487] "EPHB2" "EPHB3"
## [4489] "EPHB4" "EPHB6"
## [4491] "EPHX1" "EPHX2"
## [4493] "EPHX3" "EPHX4"
## [4495] "EPM2A" "EPM2AIP1"
## [4497] "EPN1" "EPN2"
## [4499] "EPN2-AS1" "EPN3"
## [4501] "EPO" "EPOR"
## [4503] "EPPIN" "EPPK1"
## [4505] "EPS15" "EPS15L1"
## [4507] "EPS8" "EPS8L1"
## [4509] "EPS8L2" "EPS8L3"
## [4511] "EPSTI1" "EPX"
## [4513] "EQTN" "ERAL1"
## [4515] "ERAP1" "ERAP2"
## [4517] "ERAS" "ERBB2"
## [4519] "ERBB3" "ERBB4"
## [4521] "ERC1" "ERC2"
## [4523] "ERCC1" "ERCC2"
## [4525] "ERCC3" "ERCC4"
## [4527] "ERCC5" "ERCC6"
## [4529] "ERCC6L" "ERCC6L2"
## [4531] "ERCC8" "EREG"
## [4533] "ERF" "ERG"
## [4535] "ERGIC1" "ERGIC2"
## [4537] "ERGIC3" "ERH"
## [4539] "ERI1" "ERI2"
## [4541] "ERI3" "ERICH1"
## [4543] "ERLEC1" "ERLIN1"
## [4545] "ERLIN2" "ERMAP"
## [4547] "ERMN" "ERMP1"
## [4549] "ERN1" "ERP27"
## [4551] "ERP29" "ERP44"
## [4553] "ERRFI1" "ERV3-1"
## [4555] "ERVFRD-1" "ERVK13-1"
## [4557] "ERVMER34-1" "ESAM"
## [4559] "ESCO1" "ESCO2"
## [4561] "ESD" "ESF1"
## [4563] "ESM1" "ESPL1"
## [4565] "ESPN" "ESPNL"
## [4567] "ESPNP" "ESR1"
## [4569] "ESR2" "ESRG"
## [4571] "ESRP1" "ESRP2"
## [4573] "ESRRA" "ESRRB"
## [4575] "ESRRG" "ESX1"
## [4577] "ESYT1" "ESYT2"
## [4579] "ESYT3" "ETAA1"
## [4581] "ETF1" "ETFA"
## [4583] "ETFB" "ETFDH"
## [4585] "ETHE1" "ETNK1"
## [4587] "ETNK2" "ETS1"
## [4589] "ETS2" "ETV1"
## [4591] "ETV2" "ETV3"
## [4593] "ETV3L" "ETV4"
## [4595] "ETV5" "ETV6"
## [4597] "ETV7" "EVA1A"
## [4599] "EVA1B" "EVA1C"
## [4601] "EVC" "EVC2"
## [4603] "EVI2A" "EVI2B"
## [4605] "EVI5" "EVI5L"
## [4607] "EVL" "EVPL"
## [4609] "EVPLL" "EVX1"
## [4611] "EWSR1" "EXD1"
## [4613] "EXD2" "EXD3"
## [4615] "EXO1" "EXO5"
## [4617] "EXOC1" "EXOC2"
## [4619] "EXOC3" "EXOC3L1"
## [4621] "EXOC3L2" "EXOC3L4"
## [4623] "EXOC4" "EXOC5"
## [4625] "EXOC6" "EXOC6B"
## [4627] "EXOC7" "EXOC8"
## [4629] "EXOG" "EXOSC1"
## [4631] "EXOSC10" "EXOSC2"
## [4633] "EXOSC3" "EXOSC4"
## [4635] "EXOSC5" "EXOSC6"
## [4637] "EXOSC7" "EXOSC8"
## [4639] "EXOSC9" "EXPH5"
## [4641] "EXT1" "EXT2"
## [4643] "EXTL1" "EXTL2"
## [4645] "EXTL3" "EYA1"
## [4647] "EYA2" "EYA3"
## [4649] "EYA4" "EYS"
## [4651] "EZH1" "EZH2"
## [4653] "EZR" "F10"
## [4655] "F11" "F11R"
## [4657] "F12" "F13A1"
## [4659] "F13B" "F2"
## [4661] "F2R" "F2RL1"
## [4663] "F2RL2" "F2RL3"
## [4665] "F3" "F5"
## [4667] "F7" "F8"
## [4669] "F8A1" "F8A3"
## [4671] "FA2H" "FAAH"
## [4673] "FAAH2" "FABP2"
## [4675] "FABP3" "FABP4"
## [4677] "FABP5" "FABP5P3"
## [4679] "FABP6" "FADD"
## [4681] "FADS1" "FADS2"
## [4683] "FADS3" "FAF1"
## [4685] "FAF2" "FAH"
## [4687] "FAHD1" "FAHD2A"
## [4689] "FAHD2B" "FAHD2CP"
## [4691] "FAIM" "FAIM2"
## [4693] "FAM102A" "FAM102B"
## [4695] "FAM104A" "FAM104B"
## [4697] "FAM106A" "FAM107A"
## [4699] "FAM107B" "FAM110A"
## [4701] "FAM110B" "FAM110C"
## [4703] "FAM110D" "FAM111A"
## [4705] "FAM111B" "FAM114A1"
## [4707] "FAM114A2" "FAM117A"
## [4709] "FAM117B" "FAM118A"
## [4711] "FAM118B" "FAM120A"
## [4713] "FAM120AOS" "FAM120B"
## [4715] "FAM120C" "FAM122A"
## [4717] "FAM122B" "FAM122C"
## [4719] "FAM124A" "FAM124B"
## [4721] "FAM126A" "FAM126B"
## [4723] "FAM131A" "FAM131B"
## [4725] "FAM131C" "FAM133A"
## [4727] "FAM133B" "FAM133CP"
## [4729] "FAM133DP" "FAM135A"
## [4731] "FAM135B" "FAM136A"
## [4733] "FAM13A" "FAM13A-AS1"
## [4735] "FAM13B" "FAM13C"
## [4737] "FAM149A" "FAM149B1"
## [4739] "FAM151A" "FAM151B"
## [4741] "FAM153A" "FAM153B"
## [4743] "FAM155A" "FAM155B"
## [4745] "FAM156A" "FAM156B"
## [4747] "FAM157A" "FAM157B"
## [4749] "FAM160A1" "FAM160A2"
## [4751] "FAM160B1" "FAM160B2"
## [4753] "FAM161A" "FAM161B"
## [4755] "FAM162A" "FAM162B"
## [4757] "FAM166A" "FAM166B"
## [4759] "FAM167A" "FAM167B"
## [4761] "FAM168A" "FAM168B"
## [4763] "FAM169A" "FAM169B"
## [4765] "FAM170B" "FAM170B-AS1"
## [4767] "FAM171A1" "FAM171A2"
## [4769] "FAM171B" "FAM172A"
## [4771] "FAM172BP" "FAM174A"
## [4773] "FAM174B" "FAM177A1"
## [4775] "FAM177B" "FAM178B"
## [4777] "FAM180B" "FAM181B"
## [4779] "FAM182A" "FAM182B"
## [4781] "FAM183A" "FAM184A"
## [4783] "FAM184B" "FAM185A"
## [4785] "FAM186A" "FAM186B"
## [4787] "FAM189A1" "FAM189A2"
## [4789] "FAM189B" "FAM193A"
## [4791] "FAM193B" "FAM199X"
## [4793] "FAM200A" "FAM200B"
## [4795] "FAM201A" "FAM204A"
## [4797] "FAM207A" "FAM209A"
## [4799] "FAM209B" "FAM20A"
## [4801] "FAM20B" "FAM20C"
## [4803] "FAM210A" "FAM210B"
## [4805] "FAM214A" "FAM214B"
## [4807] "FAM215A" "FAM216A"
## [4809] "FAM216B" "FAM217A"
## [4811] "FAM217B" "FAM218A"
## [4813] "FAM219A" "FAM219B"
## [4815] "FAM220A" "FAM221A"
## [4817] "FAM221B" "FAM222A"
## [4819] "FAM222A-AS1" "FAM222B"
## [4821] "FAM225A" "FAM225B"
## [4823] "FAM227A" "FAM227B"
## [4825] "FAM228A" "FAM228B"
## [4827] "FAM229A" "FAM229B"
## [4829] "FAM24B" "FAM25A"
## [4831] "FAM27B" "FAM27C"
## [4833] "FAM32A" "FAM3A"
## [4835] "FAM3B" "FAM3C"
## [4837] "FAM3D" "FAM41C"
## [4839] "FAM43A" "FAM43B"
## [4841] "FAM47E" "FAM50A"
## [4843] "FAM50B" "FAM53A"
## [4845] "FAM53B" "FAM53C"
## [4847] "FAM66A" "FAM66B"
## [4849] "FAM66C" "FAM66D"
## [4851] "FAM66E" "FAM71A"
## [4853] "FAM71D" "FAM71E1"
## [4855] "FAM71E2" "FAM71F1"
## [4857] "FAM71F2" "FAM72A"
## [4859] "FAM72B" "FAM72D"
## [4861] "FAM76A" "FAM76B"
## [4863] "FAM78A" "FAM78B"
## [4865] "FAM81A" "FAM81B"
## [4867] "FAM83A" "FAM83B"
## [4869] "FAM83C" "FAM83D"
## [4871] "FAM83E" "FAM83F"
## [4873] "FAM83G" "FAM83H"
## [4875] "FAM86B1" "FAM86B2"
## [4877] "FAM86B3P" "FAM86C2P"
## [4879] "FAM86DP" "FAM86EP"
## [4881] "FAM86FP" "FAM86HP"
## [4883] "FAM86JP" "FAM89A"
## [4885] "FAM89B" "FAM8A1"
## [4887] "FAM90A1" "FAM90A25P"
## [4889] "FAM90A2P" "FAM91A1"
## [4891] "FAM95B1" "FAM98A"
## [4893] "FAM98B" "FAM98C"
## [4895] "FAM9B" "FAM9C"
## [4897] "FAN1" "FANCA"
## [4899] "FANCB" "FANCC"
## [4901] "FANCD2" "FANCD2OS"
## [4903] "FANCE" "FANCF"
## [4905] "FANCG" "FANCI"
## [4907] "FANCL" "FANCM"
## [4909] "FANK1" "FAP"
## [4911] "FAR1" "FAR2"
## [4913] "FARP1" "FARP2"
## [4915] "FARS2" "FARSA"
## [4917] "FARSB" "FAS"
## [4919] "FASLG" "FASN"
## [4921] "FASTK" "FASTKD1"
## [4923] "FASTKD2" "FASTKD3"
## [4925] "FASTKD5" "FAT1"
## [4927] "FAT2" "FAT3"
## [4929] "FAT4" "FAU"
## [4931] "FAXC" "FBF1"
## [4933] "FBL" "FBLIM1"
## [4935] "FBLL1" "FBLN1"
## [4937] "FBLN2" "FBLN5"
## [4939] "FBLN7" "FBN1"
## [4941] "FBN2" "FBN3"
## [4943] "FBP1" "FBP2"
## [4945] "FBRS" "FBRSL1"
## [4947] "FBXL12" "FBXL13"
## [4949] "FBXL14" "FBXL15"
## [4951] "FBXL16" "FBXL17"
## [4953] "FBXL18" "FBXL19"
## [4955] "FBXL19-AS1" "FBXL2"
## [4957] "FBXL20" "FBXL22"
## [4959] "FBXL3" "FBXL4"
## [4961] "FBXL5" "FBXL6"
## [4963] "FBXL7" "FBXL8"
## [4965] "FBXO10" "FBXO11"
## [4967] "FBXO15" "FBXO16"
## [4969] "FBXO17" "FBXO2"
## [4971] "FBXO21" "FBXO22"
## [4973] "FBXO24" "FBXO25"
## [4975] "FBXO27" "FBXO28"
## [4977] "FBXO3" "FBXO30"
## [4979] "FBXO31" "FBXO32"
## [4981] "FBXO33" "FBXO34"
## [4983] "FBXO36" "FBXO38"
## [4985] "FBXO39" "FBXO4"
## [4987] "FBXO40" "FBXO41"
## [4989] "FBXO42" "FBXO43"
## [4991] "FBXO44" "FBXO45"
## [4993] "FBXO46" "FBXO47"
## [4995] "FBXO48" "FBXO5"
## [4997] "FBXO6" "FBXO7"
## [4999] "FBXO8" "FBXO9"
## [5001] "FBXW10" "FBXW11"
## [5003] "FBXW2" "FBXW4"
## [5005] "FBXW4P1" "FBXW5"
## [5007] "FBXW7" "FBXW8"
## [5009] "FBXW9" "FCAMR"
## [5011] "FCAR" "FCER1A"
## [5013] "FCER1G" "FCER2"
## [5015] "FCF1" "FCGBP"
## [5017] "FCGR1A" "FCGR1B"
## [5019] "FCGR2A" "FCGR2B"
## [5021] "FCGR2C" "FCGR3A"
## [5023] "FCGR3B" "FCGRT"
## [5025] "FCHO1" "FCHO2"
## [5027] "FCHSD1" "FCHSD2"
## [5029] "FCN1" "FCN2"
## [5031] "FCRL1" "FCRL2"
## [5033] "FCRL3" "FCRL4"
## [5035] "FCRL5" "FCRL6"
## [5037] "FCRLA" "FCRLB"
## [5039] "FDCSP" "FDFT1"
## [5041] "FDPS" "FDX1"
## [5043] "FDXACB1" "FDXR"
## [5045] "FECH" "FEM1A"
## [5047] "FEM1B" "FEM1C"
## [5049] "FEN1" "FER"
## [5051] "FER1L5" "FER1L6"
## [5053] "FERMT1" "FERMT2"
## [5055] "FERMT3" "FES"
## [5057] "FETUB" "FEZ1"
## [5059] "FEZ2" "FEZF1"
## [5061] "FEZF1-AS1" "FFAR1"
## [5063] "FFAR2" "FFAR3"
## [5065] "FFAR4" "FGA"
## [5067] "FGB" "FGD1"
## [5069] "FGD2" "FGD3"
## [5071] "FGD4" "FGD5"
## [5073] "FGD5-AS1" "FGD5P1"
## [5075] "FGD6" "FGF1"
## [5077] "FGF10" "FGF11"
## [5079] "FGF12" "FGF13"
## [5081] "FGF14" "FGF14-AS2"
## [5083] "FGF17" "FGF18"
## [5085] "FGF19" "FGF2"
## [5087] "FGF20" "FGF21"
## [5089] "FGF22" "FGF5"
## [5091] "FGF7" "FGF8"
## [5093] "FGF9" "FGFBP1"
## [5095] "FGFBP2" "FGFBP3"
## [5097] "FGFR1" "FGFR1OP2"
## [5099] "FGFR2" "FGFR3"
## [5101] "FGFR4" "FGFRL1"
## [5103] "FGG" "FGGY"
## [5105] "FGL1" "FGL2"
## [5107] "FGR" "FH"
## [5109] "FHAD1" "FHDC1"
## [5111] "FHIT" "FHL1"
## [5113] "FHL2" "FHL3"
## [5115] "FHOD1" "FHOD3"
## [5117] "FIBCD1" "FIBP"
## [5119] "FICD" "FIG4"
## [5121] "FIGN" "FIGNL1"
## [5123] "FIGNL2" "FILIP1"
## [5125] "FILIP1L" "FIP1L1"
## [5127] "FIS1" "FITM1"
## [5129] "FITM2" "FIZ1"
## [5131] "FJX1" "FKBP10"
## [5133] "FKBP11" "FKBP14"
## [5135] "FKBP15" "FKBP1A"
## [5137] "FKBP1AP1" "FKBP1B"
## [5139] "FKBP2" "FKBP3"
## [5141] "FKBP4" "FKBP5"
## [5143] "FKBP6" "FKBP7"
## [5145] "FKBP8" "FKBP9"
## [5147] "FKBPL" "FKRP"
## [5149] "FKTN" "FLAD1"
## [5151] "FLCN" "FLG"
## [5153] "FLI1" "FLII"
## [5155] "FLNA" "FLNB"
## [5157] "FLNC" "FLOT1"
## [5159] "FLOT2" "FLRT1"
## [5161] "FLRT2" "FLRT3"
## [5163] "FLT1" "FLT3"
## [5165] "FLT3LG" "FLT4"
## [5167] "FLVCR1" "FLVCR2"
## [5169] "FLYWCH1" "FLYWCH2"
## [5171] "FMN1" "FMN2"
## [5173] "FMNL1" "FMNL2"
## [5175] "FMNL3" "FMO1"
## [5177] "FMO2" "FMO3"
## [5179] "FMO4" "FMO5"
## [5181] "FMO6P" "FMOD"
## [5183] "FMR1" "FMR1-AS1"
## [5185] "FN1" "FN3K"
## [5187] "FN3KRP" "FNBP1"
## [5189] "FNBP1L" "FNBP4"
## [5191] "FNDC1" "FNDC3A"
## [5193] "FNDC3B" "FNDC4"
## [5195] "FNDC5" "FNDC7"
## [5197] "FNDC8" "FNDC9"
## [5199] "FNIP1" "FNIP2"
## [5201] "FNTA" "FNTB"
## [5203] "FOCAD" "FOLH1"
## [5205] "FOLR1" "FOLR2"
## [5207] "FOLR3" "FOS"
## [5209] "FOSB" "FOSL1"
## [5211] "FOSL2" "FOXA1"
## [5213] "FOXA2" "FOXA3"
## [5215] "FOXB1" "FOXC1"
## [5217] "FOXC2" "FOXD1"
## [5219] "FOXD2" "FOXD2-AS1"
## [5221] "FOXD3" "FOXD4"
## [5223] "FOXD4L1" "FOXD4L3"
## [5225] "FOXE1" "FOXE3"
## [5227] "FOXF1" "FOXF2"
## [5229] "FOXH1" "FOXI1"
## [5231] "FOXJ1" "FOXJ2"
## [5233] "FOXJ3" "FOXK1"
## [5235] "FOXK2" "FOXL1"
## [5237] "FOXL2" "FOXM1"
## [5239] "FOXN2" "FOXN3"
## [5241] "FOXN3-AS1" "FOXN3-AS2"
## [5243] "FOXN4" "FOXO1"
## [5245] "FOXO3" "FOXO3B"
## [5247] "FOXO4" "FOXP1"
## [5249] "FOXP2" "FOXP3"
## [5251] "FOXP4" "FOXQ1"
## [5253] "FOXRED1" "FOXRED2"
## [5255] "FOXS1" "FPGS"
## [5257] "FPGT" "FPGT-TNNI3K"
## [5259] "FPR1" "FPR2"
## [5261] "FPR3" "FRA10AC1"
## [5263] "FRAS1" "FRAT1"
## [5265] "FRAT2" "FREM1"
## [5267] "FREM2" "FREM3"
## [5269] "FRG1" "FRG2B"
## [5271] "FRK" "FRMD3"
## [5273] "FRMD4A" "FRMD4B"
## [5275] "FRMD5" "FRMD6"
## [5277] "FRMD6-AS1" "FRMD8"
## [5279] "FRMPD1" "FRMPD2"
## [5281] "FRMPD4" "FRRS1"
## [5283] "FRRS1L" "FRS2"
## [5285] "FRS3" "FRY"
## [5287] "FRYL" "FRZB"
## [5289] "FSBP" "FSCN1"
## [5291] "FSCN2" "FSCN3"
## [5293] "FSD1" "FSD1L"
## [5295] "FSD2" "FSIP1"
## [5297] "FSIP2" "FST"
## [5299] "FSTL1" "FSTL3"
## [5301] "FSTL4" "FSTL5"
## [5303] "FTCD" "FTH1"
## [5305] "FTH1P3" "FTL"
## [5307] "FTO" "FTSJ1"
## [5309] "FTSJ3" "FTX"
## [5311] "FUBP1" "FUBP3"
## [5313] "FUCA1" "FUCA2"
## [5315] "FUNDC1" "FUNDC2"
## [5317] "FUOM" "FURIN"
## [5319] "FUS" "FUT1"
## [5321] "FUT10" "FUT11"
## [5323] "FUT2" "FUT3"
## [5325] "FUT4" "FUT5"
## [5327] "FUT6" "FUT7"
## [5329] "FUT8" "FUT8-AS1"
## [5331] "FUT9" "FUZ"
## [5333] "FXN" "FXR1"
## [5335] "FXR2" "FXYD1"
## [5337] "FXYD2" "FXYD3"
## [5339] "FXYD4" "FXYD5"
## [5341] "FXYD6" "FXYD7"
## [5343] "FYCO1" "FYN"
## [5345] "FYTTD1" "FZD1"
## [5347] "FZD2" "FZD3"
## [5349] "FZD4" "FZD5"
## [5351] "FZD6" "FZD7"
## [5353] "FZD8" "FZD9"
## [5355] "FZR1" "G0S2"
## [5357] "G2E3" "G3BP1"
## [5359] "G3BP2" "G6PC3"
## [5361] "G6PD" "GAA"
## [5363] "GAB1" "GAB2"
## [5365] "GAB3" "GAB4"
## [5367] "GABARAP" "GABARAPL1"
## [5369] "GABARAPL2" "GABBR1"
## [5371] "GABBR2" "GABPA"
## [5373] "GABPB1" "GABPB1-AS1"
## [5375] "GABPB2" "GABRA4"
## [5377] "GABRA5" "GABRB1"
## [5379] "GABRB3" "GABRD"
## [5381] "GABRE" "GABRG3"
## [5383] "GABRP" "GABRQ"
## [5385] "GABRR2" "GABRR3"
## [5387] "GAD1" "GADD45A"
## [5389] "GADD45B" "GADD45G"
## [5391] "GADD45GIP1" "GAGE10"
## [5393] "GAK" "GAL"
## [5395] "GAL3ST1" "GAL3ST2"
## [5397] "GAL3ST3" "GAL3ST4"
## [5399] "GALC" "GALE"
## [5401] "GALK1" "GALK2"
## [5403] "GALM" "GALNS"
## [5405] "GALNT1" "GALNT10"
## [5407] "GALNT11" "GALNT12"
## [5409] "GALNT13" "GALNT14"
## [5411] "GALNT15" "GALNT16"
## [5413] "GALNT18" "GALNT2"
## [5415] "GALNT3" "GALNT4"
## [5417] "GALNT5" "GALNT6"
## [5419] "GALNT7" "GALNT8"
## [5421] "GALNT9" "GALNTL6"
## [5423] "GALR2" "GALT"
## [5425] "GAMT" "GAN"
## [5427] "GANAB" "GANC"
## [5429] "GAPDH" "GAPDHS"
## [5431] "GAPT" "GAPVD1"
## [5433] "GAR1" "GARNL3"
## [5435] "GART" "GAS1"
## [5437] "GAS2" "GAS2L1"
## [5439] "GAS2L2" "GAS2L3"
## [5441] "GAS5" "GAS5-AS1"
## [5443] "GAS6" "GAS6-AS1"
## [5445] "GAS8" "GATA1"
## [5447] "GATA2" "GATA3"
## [5449] "GATA3-AS1" "GATA4"
## [5451] "GATA5" "GATA6"
## [5453] "GATAD1" "GATAD2A"
## [5455] "GATAD2B" "GATC"
## [5457] "GATM" "GBA"
## [5459] "GBA2" "GBA3"
## [5461] "GBAP1" "GBE1"
## [5463] "GBF1" "GBGT1"
## [5465] "GBP1" "GBP1P1"
## [5467] "GBP2" "GBP3"
## [5469] "GBP4" "GBP5"
## [5471] "GBP6" "GBP7"
## [5473] "GBX1" "GBX2"
## [5475] "GC" "GCA"
## [5477] "GCAT" "GCC1"
## [5479] "GCC2" "GCDH"
## [5481] "GCFC2" "GCGR"
## [5483] "GCH1" "GCHFR"
## [5485] "GCK" "GCKR"
## [5487] "GCLC" "GCLM"
## [5489] "GCM1" "GCM2"
## [5491] "GCNT1" "GCNT2"
## [5493] "GCNT3" "GCNT4"
## [5495] "GCNT7" "GCOM1"
## [5497] "GCSAM" "GCSAML"
## [5499] "GCSH" "GCSHP3"
## [5501] "GDA" "GDAP1"
## [5503] "GDAP1L1" "GDAP2"
## [5505] "GDE1" "GDF10"
## [5507] "GDF11" "GDF15"
## [5509] "GDF6" "GDF7"
## [5511] "GDF9" "GDI1"
## [5513] "GDI2" "GDNF"
## [5515] "GDPD1" "GDPD2"
## [5517] "GDPD3" "GDPD4"
## [5519] "GDPD5" "GDPGP1"
## [5521] "GEM" "GEMIN2"
## [5523] "GEMIN4" "GEMIN5"
## [5525] "GEMIN6" "GEMIN7"
## [5527] "GEMIN8" "GEMIN8P4"
## [5529] "GEN1" "GET4"
## [5531] "GFAP" "GFER"
## [5533] "GFI1" "GFI1B"
## [5535] "GFM1" "GFM2"
## [5537] "GFOD1" "GFOD2"
## [5539] "GFPT1" "GFPT2"
## [5541] "GFRA1" "GFRA2"
## [5543] "GFRA3" "GGA1"
## [5545] "GGA2" "GGA3"
## [5547] "GGACT" "GGCT"
## [5549] "GGCX" "GGH"
## [5551] "GGN" "GGNBP1"
## [5553] "GGNBP2" "GGPS1"
## [5555] "GGT3P" "GGT5"
## [5557] "GGT6" "GGT7"
## [5559] "GGT8P" "GGTA1P"
## [5561] "GH1" "GHDC"
## [5563] "GHITM" "GHR"
## [5565] "GHRHR" "GHRL"
## [5567] "GHRLOS" "GHSR"
## [5569] "GID4" "GID8"
## [5571] "GIGYF1" "GIGYF2"
## [5573] "GIMAP1" "GIMAP2"
## [5575] "GIMAP4" "GIMAP5"
## [5577] "GIMAP6" "GIMAP7"
## [5579] "GIMAP8" "GIN1"
## [5581] "GINM1" "GINS1"
## [5583] "GINS2" "GINS3"
## [5585] "GINS4" "GIP"
## [5587] "GIPC1" "GIPC2"
## [5589] "GIPC3" "GIPR"
## [5591] "GIT1" "GIT2"
## [5593] "GJA1" "GJA3"
## [5595] "GJA4" "GJA9"
## [5597] "GJB1" "GJB2"
## [5599] "GJB3" "GJB4"
## [5601] "GJB5" "GJB6"
## [5603] "GJB7" "GJC1"
## [5605] "GJC2" "GJC3"
## [5607] "GJD3" "GJD4"
## [5609] "GK" "GK3P"
## [5611] "GK5" "GKAP1"
## [5613] "GKN1" "GKN2"
## [5615] "GLA" "GLB1"
## [5617] "GLB1L" "GLB1L2"
## [5619] "GLB1L3" "GLCCI1"
## [5621] "GLCE" "GLDC"
## [5623] "GLDN" "GLE1"
## [5625] "GLG1" "GLI1"
## [5627] "GLI2" "GLI3"
## [5629] "GLI4" "GLIPR1"
## [5631] "GLIPR1L1" "GLIPR1L2"
## [5633] "GLIPR2" "GLIS2"
## [5635] "GLIS3" "GLIS3-AS1"
## [5637] "GLMN" "GLO1"
## [5639] "GLOD4" "GLOD5"
## [5641] "GLP1R" "GLP2R"
## [5643] "GLRA2" "GLRA3"
## [5645] "GLRA4" "GLRB"
## [5647] "GLRX" "GLRX2"
## [5649] "GLRX3" "GLRX5"
## [5651] "GLS" "GLS2"
## [5653] "GLT1D1" "GLT8D1"
## [5655] "GLT8D2" "GLTP"
## [5657] "GLTPD2" "GLUD1"
## [5659] "GLUD1P3" "GLUD2"
## [5661] "GLUL" "GLYAT"
## [5663] "GLYATL1" "GLYATL2"
## [5665] "GLYCTK" "GLYR1"
## [5667] "GM2A" "GMCL1"
## [5669] "GMDS" "GMEB1"
## [5671] "GMEB2" "GMFB"
## [5673] "GMFG" "GMIP"
## [5675] "GML" "GMNC"
## [5677] "GMNN" "GMPPA"
## [5679] "GMPPB" "GMPR"
## [5681] "GMPR2" "GMPS"
## [5683] "GNA11" "GNA12"
## [5685] "GNA13" "GNA14"
## [5687] "GNA15" "GNAI1"
## [5689] "GNAI2" "GNAI3"
## [5691] "GNAL" "GNAO1"
## [5693] "GNAQ" "GNAS"
## [5695] "GNAS-AS1" "GNAT2"
## [5697] "GNAZ" "GNB1"
## [5699] "GNB1L" "GNB2"
## [5701] "GNB3" "GNB4"
## [5703] "GNB5" "GNE"
## [5705] "GNG10" "GNG11"
## [5707] "GNG12" "GNG12-AS1"
## [5709] "GNG13" "GNG2"
## [5711] "GNG3" "GNG4"
## [5713] "GNG5" "GNG7"
## [5715] "GNG8" "GNGT2"
## [5717] "GNL1" "GNL2"
## [5719] "GNL3" "GNL3L"
## [5721] "GNLY" "GNMT"
## [5723] "GNPAT" "GNPDA1"
## [5725] "GNPDA2" "GNPNAT1"
## [5727] "GNPTAB" "GNPTG"
## [5729] "GNRH1" "GNRH2"
## [5731] "GNRHR" "GNRHR2"
## [5733] "GNS" "GOLGA1"
## [5735] "GOLGA2" "GOLGA2P5"
## [5737] "GOLGA3" "GOLGA4"
## [5739] "GOLGA5" "GOLGA6A"
## [5741] "GOLGA6B" "GOLGA6C"
## [5743] "GOLGA6D" "GOLGA6L10"
## [5745] "GOLGA6L4" "GOLGA6L9"
## [5747] "GOLGA7" "GOLGA7B"
## [5749] "GOLGA8A" "GOLGA8B"
## [5751] "GOLGA8S" "GOLGA8T"
## [5753] "GOLGB1" "GOLIM4"
## [5755] "GOLM1" "GOLPH3"
## [5757] "GOLPH3L" "GOLT1A"
## [5759] "GOLT1B" "GON4L"
## [5761] "GOPC" "GORAB"
## [5763] "GORASP1" "GORASP2"
## [5765] "GOSR1" "GOSR2"
## [5767] "GOT1" "GOT2"
## [5769] "GP1BA" "GP5"
## [5771] "GP6" "GP9"
## [5773] "GPA33" "GPAA1"
## [5775] "GPAM" "GPANK1"
## [5777] "GPAT2" "GPATCH1"
## [5779] "GPATCH11" "GPATCH2"
## [5781] "GPATCH2L" "GPATCH3"
## [5783] "GPATCH4" "GPATCH8"
## [5785] "GPBAR1" "GPBP1"
## [5787] "GPBP1L1" "GPC1"
## [5789] "GPC2" "GPC3"
## [5791] "GPC4" "GPC5"
## [5793] "GPC6" "GPCPD1"
## [5795] "GPD1" "GPD1L"
## [5797] "GPD2" "GPHA2"
## [5799] "GPHN" "GPI"
## [5801] "GPIHBP1" "GPKOW"
## [5803] "GPLD1" "GPM6A"
## [5805] "GPM6B" "GPN1"
## [5807] "GPN2" "GPN3"
## [5809] "GPNMB" "GPR1"
## [5811] "GPR107" "GPR108"
## [5813] "GPR132" "GPR135"
## [5815] "GPR137" "GPR137B"
## [5817] "GPR137C" "GPR141"
## [5819] "GPR142" "GPR143"
## [5821] "GPR146" "GPR149"
## [5823] "GPR15" "GPR150"
## [5825] "GPR152" "GPR153"
## [5827] "GPR155" "GPR156"
## [5829] "GPR157" "GPR158"
## [5831] "GPR160" "GPR161"
## [5833] "GPR162" "GPR17"
## [5835] "GPR171" "GPR173"
## [5837] "GPR174" "GPR176"
## [5839] "GPR179" "GPR18"
## [5841] "GPR180" "GPR182"
## [5843] "GPR183" "GPR19"
## [5845] "GPR20" "GPR25"
## [5847] "GPR27" "GPR3"
## [5849] "GPR31" "GPR33"
## [5851] "GPR34" "GPR35"
## [5853] "GPR37" "GPR37L1"
## [5855] "GPR39" "GPR4"
## [5857] "GPR45" "GPR52"
## [5859] "GPR55" "GPR61"
## [5861] "GPR62" "GPR63"
## [5863] "GPR65" "GPR68"
## [5865] "GPR75" "GPR82"
## [5867] "GPR83" "GPR84"
## [5869] "GPR85" "GPR87"
## [5871] "GPR88" "GPR89A"
## [5873] "GPR89B" "GPRASP1"
## [5875] "GPRASP2" "GPRC5A"
## [5877] "GPRC5B" "GPRC5C"
## [5879] "GPRC5D" "GPRIN1"
## [5881] "GPRIN2" "GPRIN3"
## [5883] "GPS1" "GPS2"
## [5885] "GPSM1" "GPSM2"
## [5887] "GPSM3" "GPT"
## [5889] "GPT2" "GPX1"
## [5891] "GPX2" "GPX3"
## [5893] "GPX4" "GPX7"
## [5895] "GPX8" "GRAMD1A"
## [5897] "GRAMD1B" "GRAMD1C"
## [5899] "GRAMD4" "GRAP"
## [5901] "GRAP2" "GRAPL"
## [5903] "GRB10" "GRB14"
## [5905] "GRB2" "GRB7"
## [5907] "GREB1" "GREB1L"
## [5909] "GREM1" "GREM2"
## [5911] "GRHL1" "GRHL2"
## [5913] "GRHL3" "GRHPR"
## [5915] "GRIA3" "GRIA4"
## [5917] "GRID1" "GRID2"
## [5919] "GRID2IP" "GRIK1"
## [5921] "GRIK1-AS1" "GRIK2"
## [5923] "GRIK4" "GRIK5"
## [5925] "GRIN1" "GRIN2A"
## [5927] "GRIN2B" "GRIN2C"
## [5929] "GRIN2D" "GRIN3A"
## [5931] "GRIN3B" "GRINA"
## [5933] "GRIP1" "GRIP2"
## [5935] "GRIPAP1" "GRK4"
## [5937] "GRK5" "GRK6"
## [5939] "GRK7" "GRM1"
## [5941] "GRM2" "GRM3"
## [5943] "GRM4" "GRM5"
## [5945] "GRM5-AS1" "GRM6"
## [5947] "GRM7" "GRM8"
## [5949] "GRN" "GRPEL1"
## [5951] "GRPEL2" "GRPR"
## [5953] "GRSF1" "GRTP1"
## [5955] "GRWD1" "GSC"
## [5957] "GSDMA" "GSDMB"
## [5959] "GSDMC" "GSDMD"
## [5961] "GSE1" "GSG1"
## [5963] "GSG1L" "GSK3A"
## [5965] "GSK3B" "GSKIP"
## [5967] "GSN" "GSPT1"
## [5969] "GSPT2" "GSR"
## [5971] "GSS" "GSTA1"
## [5973] "GSTA2" "GSTA3"
## [5975] "GSTA4" "GSTA7P"
## [5977] "GSTCD" "GSTK1"
## [5979] "GSTM1" "GSTM2"
## [5981] "GSTM3" "GSTM4"
## [5983] "GSTM5" "GSTO1"
## [5985] "GSTO2" "GSTP1"
## [5987] "GSTT2" "GSTT2B"
## [5989] "GSTZ1" "GTDC1"
## [5991] "GTF2A1" "GTF2A2"
## [5993] "GTF2B" "GTF2E1"
## [5995] "GTF2E2" "GTF2F1"
## [5997] "GTF2F2" "GTF2H1"
## [5999] "GTF2H2" "GTF2H2B"
## [6001] "GTF2H2C" "GTF2H3"
## [6003] "GTF2H4" "GTF2H5"
## [6005] "GTF2I" "GTF2IP1"
## [6007] "GTF2IRD1" "GTF2IRD1P1"
## [6009] "GTF2IRD2" "GTF2IRD2B"
## [6011] "GTF3A" "GTF3C1"
## [6013] "GTF3C2" "GTF3C3"
## [6015] "GTF3C4" "GTF3C5"
## [6017] "GTF3C6" "GTPBP1"
## [6019] "GTPBP10" "GTPBP2"
## [6021] "GTPBP3" "GTPBP4"
## [6023] "GTPBP6" "GTPBP8"
## [6025] "GTSE1" "GTSF1"
## [6027] "GTSF1L" "GUCA1B"
## [6029] "GUCA2B" "GUCD1"
## [6031] "GUCY1A2" "GUCY1B2"
## [6033] "GUCY2C" "GUCY2D"
## [6035] "GUCY2EP" "GUCY2F"
## [6037] "GUCY2GP" "GUF1"
## [6039] "GUK1" "GULP1"
## [6041] "GUSB" "GUSBP1"
## [6043] "GUSBP11" "GUSBP2"
## [6045] "GUSBP3" "GUSBP4"
## [6047] "GUSBP5" "GUSBP9"
## [6049] "GVINP1" "GXYLT1"
## [6051] "GXYLT2" "GYG1"
## [6053] "GYG2" "GYG2P1"
## [6055] "GYPA" "GYPB"
## [6057] "GYPC" "GYPE"
## [6059] "GYS1" "GYS2"
## [6061] "GZF1" "GZMA"
## [6063] "GZMB" "GZMH"
## [6065] "GZMK" "GZMM"
## [6067] "H19" "H6PD"
## [6069] "HAAO" "HABP2"
## [6071] "HABP4" "HACE1"
## [6073] "HACL1" "HADH"
## [6075] "HADHA" "HADHB"
## [6077] "HAGH" "HAGHL"
## [6079] "HAL" "HAMP"
## [6081] "HAND1" "HAND2"
## [6083] "HAO1" "HAO2"
## [6085] "HAP1" "HAPLN2"
## [6087] "HAPLN3" "HAPLN4"
## [6089] "HAR1A" "HAR1B"
## [6091] "HARBI1" "HARS2"
## [6093] "HAS1" "HAS2"
## [6095] "HAS2-AS1" "HAS3"
## [6097] "HAT1" "HAUS1"
## [6099] "HAUS2" "HAUS3"
## [6101] "HAUS4" "HAUS5"
## [6103] "HAUS6" "HAUS7"
## [6105] "HAUS8" "HAVCR1"
## [6107] "HAVCR2" "HAX1"
## [6109] "HBA1" "HBA2"
## [6111] "HBB" "HBBP1"
## [6113] "HBD" "HBE1"
## [6115] "HBEGF" "HBG1"
## [6117] "HBG2" "HBM"
## [6119] "HBP1" "HBQ1"
## [6121] "HBS1L" "HBZ"
## [6123] "HCAR1" "HCAR2"
## [6125] "HCAR3" "HCCS"
## [6127] "HCFC1" "HCFC1R1"
## [6129] "HCFC2" "HCG11"
## [6131] "HCG17" "HCG18"
## [6133] "HCG25" "HCG27"
## [6135] "HCG4" "HCG4B"
## [6137] "HCG9" "HCK"
## [6139] "HCLS1" "HCN2"
## [6141] "HCN3" "HCN4"
## [6143] "HCP5" "HCRT"
## [6145] "HCRTR1" "HCST"
## [6147] "HDAC1" "HDAC10"
## [6149] "HDAC11" "HDAC2"
## [6151] "HDAC3" "HDAC4"
## [6153] "HDAC5" "HDAC6"
## [6155] "HDAC7" "HDAC8"
## [6157] "HDAC9" "HDC"
## [6159] "HDDC2" "HDDC3"
## [6161] "HDGF" "HDHD2"
## [6163] "HDHD3" "HDLBP"
## [6165] "HDX" "HEATR1"
## [6167] "HEATR3" "HEATR4"
## [6169] "HEATR5A" "HEATR5B"
## [6171] "HEATR6" "HEBP1"
## [6173] "HEBP2" "HECA"
## [6175] "HECTD1" "HECTD2"
## [6177] "HECTD3" "HECTD4"
## [6179] "HECW1" "HECW2"
## [6181] "HEG1" "HEIH"
## [6183] "HELB" "HELLS"
## [6185] "HELQ" "HELZ"
## [6187] "HELZ2" "HEMGN"
## [6189] "HEMK1" "HENMT1"
## [6191] "HEPACAM" "HEPACAM2"
## [6193] "HEPH" "HEPHL1"
## [6195] "HERC1" "HERC2"
## [6197] "HERC2P10" "HERC2P2"
## [6199] "HERC2P3" "HERC2P4"
## [6201] "HERC2P7" "HERC2P9"
## [6203] "HERC3" "HERC4"
## [6205] "HERC5" "HERC6"
## [6207] "HERPUD1" "HERPUD2"
## [6209] "HES1" "HES2"
## [6211] "HES4" "HES6"
## [6213] "HES7" "HESX1"
## [6215] "HEXA" "HEXA-AS1"
## [6217] "HEXB" "HEXIM1"
## [6219] "HEXIM2" "HEY1"
## [6221] "HEY2" "HEYL"
## [6223] "HFE" "HFM1"
## [6225] "HGD" "HGF"
## [6227] "HGFAC" "HGS"
## [6229] "HGSNAT" "HHAT"
## [6231] "HHATL" "HHEX"
## [6233] "HHIP" "HHIP-AS1"
## [6235] "HHIPL1" "HHIPL2"
## [6237] "HHLA2" "HHLA3"
## [6239] "HIBADH" "HIBCH"
## [6241] "HIC1" "HIC2"
## [6243] "HID1" "HIF1A"
## [6245] "HIF1AN" "HIF3A"
## [6247] "HIGD1A" "HIGD1B"
## [6249] "HIGD1C" "HIGD2A"
## [6251] "HIGD2B" "HILPDA"
## [6253] "HINFP" "HINT1"
## [6255] "HINT2" "HINT3"
## [6257] "HIP1" "HIP1R"
## [6259] "HIPK1" "HIPK2"
## [6261] "HIPK3" "HIPK4"
## [6263] "HIRA" "HIRIP3"
## [6265] "HIVEP1" "HIVEP2"
## [6267] "HIVEP3" "HJURP"
## [6269] "HK1" "HK2"
## [6271] "HK3" "HKDC1"
## [6273] "HLA-A" "HLA-B"
## [6275] "HLA-C" "HLA-DMA"
## [6277] "HLA-DMB" "HLA-DOA"
## [6279] "HLA-DOB" "HLA-DPA1"
## [6281] "HLA-DPB1" "HLA-DPB2"
## [6283] "HLA-DQA1" "HLA-DQA2"
## [6285] "HLA-DQB1" "HLA-DQB2"
## [6287] "HLA-DRA" "HLA-DRB1"
## [6289] "HLA-DRB5" "HLA-DRB6"
## [6291] "HLA-E" "HLA-F"
## [6293] "HLA-F-AS1" "HLA-G"
## [6295] "HLA-H" "HLA-J"
## [6297] "HLA-L" "HLCS"
## [6299] "HLF" "HLTF"
## [6301] "HLX" "HM13"
## [6303] "HM13-AS1" "HMBOX1"
## [6305] "HMBS" "HMCN1"
## [6307] "HMG20A" "HMG20B"
## [6309] "HMGA1" "HMGA2"
## [6311] "HMGB1" "HMGB2"
## [6313] "HMGB3" "HMGCL"
## [6315] "HMGCLL1" "HMGCR"
## [6317] "HMGCS1" "HMGCS2"
## [6319] "HMGN1" "HMGN2"
## [6321] "HMGN2P46" "HMGN3"
## [6323] "HMGN4" "HMGN5"
## [6325] "HMGXB3" "HMGXB4"
## [6327] "HMMR" "HMOX1"
## [6329] "HMOX2" "HMSD"
## [6331] "HMX1" "HMX2"
## [6333] "HNF1A" "HNF1A-AS1"
## [6335] "HNF1B" "HNF4A"
## [6337] "HNF4G" "HNMT"
## [6339] "HNRNPA0" "HNRNPA1"
## [6341] "HNRNPA1L2" "HNRNPA1P10"
## [6343] "HNRNPA1P33" "HNRNPA2B1"
## [6345] "HNRNPA3" "HNRNPA3P1"
## [6347] "HNRNPAB" "HNRNPC"
## [6349] "HNRNPD" "HNRNPF"
## [6351] "HNRNPH1" "HNRNPH2"
## [6353] "HNRNPH3" "HNRNPK"
## [6355] "HNRNPL" "HNRNPM"
## [6357] "HNRNPR" "HNRNPU"
## [6359] "HNRNPUL1" "HNRNPUL2"
## [6361] "HNRNPUL2-BSCL2" "HOGA1"
## [6363] "HOMER1" "HOMER2"
## [6365] "HOMER3" "HOMEZ"
## [6367] "HOOK1" "HOOK2"
## [6369] "HOOK3" "HOPX"
## [6371] "HORMAD1" "HORMAD2"
## [6373] "HOTAIR" "HOTAIRM1"
## [6375] "HOTTIP" "HOXA-AS3"
## [6377] "HOXA1" "HOXA10"
## [6379] "HOXA11" "HOXA11-AS"
## [6381] "HOXA13" "HOXA2"
## [6383] "HOXA3" "HOXA4"
## [6385] "HOXA5" "HOXA6"
## [6387] "HOXA7" "HOXA9"
## [6389] "HOXB-AS3" "HOXB13"
## [6391] "HOXB2" "HOXB3"
## [6393] "HOXB4" "HOXB5"
## [6395] "HOXB6" "HOXB7"
## [6397] "HOXB8" "HOXB9"
## [6399] "HOXC10" "HOXC11"
## [6401] "HOXC13" "HOXC4"
## [6403] "HOXC5" "HOXC6"
## [6405] "HOXC9" "HOXD-AS2"
## [6407] "HOXD1" "HOXD10"
## [6409] "HOXD11" "HOXD12"
## [6411] "HOXD13" "HOXD3"
## [6413] "HOXD4" "HOXD8"
## [6415] "HOXD9" "HP"
## [6417] "HP1BP3" "HPCA"
## [6419] "HPCAL1" "HPCAL4"
## [6421] "HPD" "HPDL"
## [6423] "HPGD" "HPGDS"
## [6425] "HPN" "HPR"
## [6427] "HPRT1" "HPS1"
## [6429] "HPS3" "HPS4"
## [6431] "HPS5" "HPS6"
## [6433] "HPSE" "HPSE2"
## [6435] "HPX" "HPYR1"
## [6437] "HR" "HRAS"
## [6439] "HRC" "HRCT1"
## [6441] "HRG" "HRH1"
## [6443] "HRH2" "HRH3"
## [6445] "HRH4" "HRK"
## [6447] "HRNR" "HS1BP3"
## [6449] "HS2ST1" "HS3ST1"
## [6451] "HS3ST2" "HS3ST3A1"
## [6453] "HS3ST3B1" "HS3ST5"
## [6455] "HS3ST6" "HS6ST1"
## [6457] "HS6ST2" "HSBP1"
## [6459] "HSBP1L1" "HSCB"
## [6461] "HSD11B1" "HSD11B1L"
## [6463] "HSD11B2" "HSD17B1"
## [6465] "HSD17B10" "HSD17B11"
## [6467] "HSD17B12" "HSD17B13"
## [6469] "HSD17B14" "HSD17B2"
## [6471] "HSD17B3" "HSD17B4"
## [6473] "HSD17B6" "HSD17B7"
## [6475] "HSD17B7P2" "HSD17B8"
## [6477] "HSD3B7" "HSD3BP4"
## [6479] "HSDL1" "HSDL2"
## [6481] "HSF1" "HSF2"
## [6483] "HSF2BP" "HSF4"
## [6485] "HSF5" "HSFX1"
## [6487] "HSFX2" "HSH2D"
## [6489] "HSP90AA1" "HSP90AB1"
## [6491] "HSP90AB4P" "HSP90B1"
## [6493] "HSP90B2P" "HSPA12A"
## [6495] "HSPA12B" "HSPA13"
## [6497] "HSPA14" "HSPA1A"
## [6499] "HSPA1B" "HSPA1L"
## [6501] "HSPA2" "HSPA4"
## [6503] "HSPA4L" "HSPA5"
## [6505] "HSPA6" "HSPA7"
## [6507] "HSPA8" "HSPA9"
## [6509] "HSPB1" "HSPB11"
## [6511] "HSPB3" "HSPB6"
## [6513] "HSPB7" "HSPB8"
## [6515] "HSPB9" "HSPBAP1"
## [6517] "HSPBP1" "HSPD1"
## [6519] "HSPE1" "HSPG2"
## [6521] "HSPH1" "HTATIP2"
## [6523] "HTATSF1" "HTATSF1P2"
## [6525] "HTN1" "HTN3"
## [6527] "HTR1B" "HTR1D"
## [6529] "HTR1F" "HTR2A"
## [6531] "HTR2B" "HTR3A"
## [6533] "HTR3B" "HTR6"
## [6535] "HTR7" "HTR7P1"
## [6537] "HTRA1" "HTRA2"
## [6539] "HTRA3" "HTRA4"
## [6541] "HTT" "HULC"
## [6543] "HUNK" "HUS1"
## [6545] "HUS1B" "HUWE1"
## [6547] "HVCN1" "HYAL1"
## [6549] "HYAL2" "HYAL3"
## [6551] "HYAL4" "HYDIN"
## [6553] "HYDIN2" "HYI"
## [6555] "HYLS1" "HYMAI"
## [6557] "HYOU1" "HYPK"
## [6559] "IAH1" "IARS2"
## [6561] "IBA57" "IBSP"
## [6563] "IBTK" "ICA1"
## [6565] "ICA1L" "ICAM1"
## [6567] "ICAM2" "ICAM3"
## [6569] "ICAM4" "ICAM5"
## [6571] "ICMT" "ICOS"
## [6573] "ICOSLG" "ID1"
## [6575] "ID2" "ID3"
## [6577] "ID4" "IDE"
## [6579] "IDH1" "IDH1-AS1"
## [6581] "IDH2" "IDH3A"
## [6583] "IDH3B" "IDH3G"
## [6585] "IDI1" "IDI2"
## [6587] "IDI2-AS1" "IDNK"
## [6589] "IDO1" "IDO2"
## [6591] "IDS" "IDUA"
## [6593] "IER2" "IER3"
## [6595] "IER3IP1" "IER5"
## [6597] "IER5L" "IFFO1"
## [6599] "IFFO2" "IFI16"
## [6601] "IFI27" "IFI27L1"
## [6603] "IFI27L2" "IFI30"
## [6605] "IFI35" "IFI44"
## [6607] "IFI44L" "IFI6"
## [6609] "IFIH1" "IFIT1"
## [6611] "IFIT1B" "IFIT2"
## [6613] "IFIT3" "IFIT5"
## [6615] "IFITM1" "IFITM10"
## [6617] "IFITM2" "IFITM3"
## [6619] "IFITM4P" "IFITM5"
## [6621] "IFNA1" "IFNA22P"
## [6623] "IFNA5" "IFNAR1"
## [6625] "IFNAR2" "IFNB1"
## [6627] "IFNE" "IFNG"
## [6629] "IFNGR1" "IFNGR2"
## [6631] "IFNK" "IFNL1"
## [6633] "IFNL2" "IFNL3"
## [6635] "IFNL4" "IFNLR1"
## [6637] "IFNW1" "IFRD1"
## [6639] "IFRD2" "IFT122"
## [6641] "IFT140" "IFT172"
## [6643] "IFT20" "IFT27"
## [6645] "IFT43" "IFT46"
## [6647] "IFT52" "IFT57"
## [6649] "IFT74" "IFT80"
## [6651] "IFT81" "IFT88"
## [6653] "IGBP1" "IGBP1P1"
## [6655] "IGDCC3" "IGDCC4"
## [6657] "IGF1" "IGF1R"
## [6659] "IGF2" "IGF2-AS"
## [6661] "IGF2BP1" "IGF2BP2"
## [6663] "IGF2BP3" "IGF2R"
## [6665] "IGFALS" "IGFBP1"
## [6667] "IGFBP2" "IGFBP3"
## [6669] "IGFBP4" "IGFBP5"
## [6671] "IGFBP6" "IGFBP7"
## [6673] "IGFBPL1" "IGFL1"
## [6675] "IGFL2" "IGFL3"
## [6677] "IGFL4" "IGFLR1"
## [6679] "IGFN1" "IGHMBP2"
## [6681] "IGIP" "IGLL1"
## [6683] "IGLL5" "IGLON5"
## [6685] "IGSF1" "IGSF10"
## [6687] "IGSF11" "IGSF21"
## [6689] "IGSF22" "IGSF23"
## [6691] "IGSF3" "IGSF6"
## [6693] "IGSF8" "IGSF9"
## [6695] "IGSF9B" "IHH"
## [6697] "IK" "IKBIP"
## [6699] "IKBKB" "IKBKE"
## [6701] "IKBKG" "IKZF1"
## [6703] "IKZF2" "IKZF3"
## [6705] "IKZF4" "IKZF5"
## [6707] "IL10" "IL10RA"
## [6709] "IL10RB" "IL11"
## [6711] "IL11RA" "IL12A"
## [6713] "IL12B" "IL12RB1"
## [6715] "IL12RB2" "IL13"
## [6717] "IL13RA1" "IL13RA2"
## [6719] "IL15" "IL15RA"
## [6721] "IL16" "IL17B"
## [6723] "IL17C" "IL17D"
## [6725] "IL17F" "IL17RA"
## [6727] "IL17RB" "IL17RC"
## [6729] "IL17RD" "IL17RE"
## [6731] "IL17REL" "IL18"
## [6733] "IL18BP" "IL18R1"
## [6735] "IL18RAP" "IL19"
## [6737] "IL1A" "IL1B"
## [6739] "IL1R1" "IL1R2"
## [6741] "IL1RAP" "IL1RAPL1"
## [6743] "IL1RL1" "IL1RL2"
## [6745] "IL1RN" "IL2"
## [6747] "IL20" "IL20RA"
## [6749] "IL20RB" "IL21"
## [6751] "IL21R" "IL21R-AS1"
## [6753] "IL22" "IL22RA1"
## [6755] "IL22RA2" "IL23A"
## [6757] "IL23R" "IL24"
## [6759] "IL26" "IL27"
## [6761] "IL27RA" "IL2RA"
## [6763] "IL2RB" "IL2RG"
## [6765] "IL31" "IL31RA"
## [6767] "IL32" "IL33"
## [6769] "IL34" "IL36A"
## [6771] "IL36B" "IL36G"
## [6773] "IL36RN" "IL37"
## [6775] "IL3RA" "IL4"
## [6777] "IL4I1" "IL4R"
## [6779] "IL5" "IL5RA"
## [6781] "IL6" "IL6R"
## [6783] "IL6ST" "IL7"
## [6785] "IL7R" "IL9R"
## [6787] "ILDR1" "ILDR2"
## [6789] "ILF2" "ILF3"
## [6791] "ILK" "ILKAP"
## [6793] "ILVBL" "IMMP1L"
## [6795] "IMMP2L" "IMMT"
## [6797] "IMP3" "IMP4"
## [6799] "IMPA1" "IMPA2"
## [6801] "IMPACT" "IMPDH1"
## [6803] "IMPDH2" "IMPG1"
## [6805] "IMPG2" "INA"
## [6807] "INCA1" "INCENP"
## [6809] "INE1" "INF2"
## [6811] "ING1" "ING2"
## [6813] "ING3" "ING4"
## [6815] "ING5" "INGX"
## [6817] "INHA" "INHBA"
## [6819] "INHBA-AS1" "INHBB"
## [6821] "INHBC" "INHBE"
## [6823] "INIP" "INMT"
## [6825] "INO80" "INO80B"
## [6827] "INO80C" "INO80D"
## [6829] "INO80E" "INPP1"
## [6831] "INPP4A" "INPP4B"
## [6833] "INPP5A" "INPP5B"
## [6835] "INPP5D" "INPP5E"
## [6837] "INPP5F" "INPP5J"
## [6839] "INPP5K" "INPPL1"
## [6841] "INSC" "INSIG1"
## [6843] "INSIG2" "INSL3"
## [6845] "INSL4" "INSL6"
## [6847] "INSM1" "INSM2"
## [6849] "INSR" "INSRR"
## [6851] "INTS1" "INTS10"
## [6853] "INTS12" "INTS2"
## [6855] "INTS3" "INTS4"
## [6857] "INTS5" "INTS6"
## [6859] "INTS7" "INTS8"
## [6861] "INTS9" "INTU"
## [6863] "INVS" "IP6K1"
## [6865] "IP6K2" "IP6K3"
## [6867] "IPCEF1" "IPMK"
## [6869] "IPO11" "IPO13"
## [6871] "IPO4" "IPO5"
## [6873] "IPO7" "IPO8"
## [6875] "IPO9" "IPP"
## [6877] "IPPK" "IQCA1"
## [6879] "IQCB1" "IQCC"
## [6881] "IQCD" "IQCE"
## [6883] "IQCG" "IQCH"
## [6885] "IQCH-AS1" "IQCJ-SCHIP1"
## [6887] "IQCK" "IQGAP1"
## [6889] "IQGAP2" "IQGAP3"
## [6891] "IQSEC1" "IQSEC2"
## [6893] "IQSEC3" "IQUB"
## [6895] "IRAK1" "IRAK1BP1"
## [6897] "IRAK2" "IRAK3"
## [6899] "IREB2" "IRF1"
## [6901] "IRF2" "IRF2BP1"
## [6903] "IRF2BP2" "IRF2BPL"
## [6905] "IRF3" "IRF4"
## [6907] "IRF5" "IRF6"
## [6909] "IRF7" "IRF8"
## [6911] "IRF9" "IRGC"
## [6913] "IRGM" "IRGQ"
## [6915] "IRS1" "IRS2"
## [6917] "IRX2" "IRX3"
## [6919] "IRX4" "IRX5"
## [6921] "IRX6" "ISCA1"
## [6923] "ISCA2" "ISCU"
## [6925] "ISG15" "ISG20"
## [6927] "ISG20L2" "ISL1"
## [6929] "ISL2" "ISLR"
## [6931] "ISLR2" "ISM1"
## [6933] "ISM1-AS1" "ISM2"
## [6935] "ISOC1" "ISOC2"
## [6937] "IST1" "ISY1"
## [6939] "ISYNA1" "ITCH"
## [6941] "ITFG1" "ITFG2"
## [6943] "ITGA1" "ITGA10"
## [6945] "ITGA11" "ITGA2"
## [6947] "ITGA2B" "ITGA3"
## [6949] "ITGA4" "ITGA5"
## [6951] "ITGA6" "ITGA7"
## [6953] "ITGA8" "ITGA9"
## [6955] "ITGAD" "ITGAE"
## [6957] "ITGAL" "ITGAM"
## [6959] "ITGAV" "ITGAX"
## [6961] "ITGB1" "ITGB1BP1"
## [6963] "ITGB1BP2" "ITGB2"
## [6965] "ITGB2-AS1" "ITGB3"
## [6967] "ITGB3BP" "ITGB4"
## [6969] "ITGB5" "ITGB6"
## [6971] "ITGB7" "ITGB8"
## [6973] "ITGBL1" "ITIH1"
## [6975] "ITIH2" "ITIH3"
## [6977] "ITIH4" "ITIH5"
## [6979] "ITIH6" "ITK"
## [6981] "ITLN1" "ITLN2"
## [6983] "ITM2A" "ITM2B"
## [6985] "ITM2C" "ITPA"
## [6987] "ITPK1" "ITPKA"
## [6989] "ITPKB" "ITPKC"
## [6991] "ITPR1" "ITPR2"
## [6993] "ITPR3" "ITPRIP"
## [6995] "ITPRIPL1" "ITPRIPL2"
## [6997] "ITSN1" "ITSN2"
## [6999] "IVD" "IVL"
## [7001] "IVNS1ABP" "IWS1"
## [7003] "IYD" "IZUMO1"
## [7005] "IZUMO4" "JAG1"
## [7007] "JAG2" "JAGN1"
## [7009] "JAK1" "JAK2"
## [7011] "JAK3" "JAKMIP1"
## [7013] "JAKMIP2" "JAKMIP2-AS1"
## [7015] "JAKMIP3" "JAM2"
## [7017] "JAM3" "JARID2"
## [7019] "JAZF1" "JAZF1-AS1"
## [7021] "JDP2" "JKAMP"
## [7023] "JMJD1C" "JMJD1C-AS1"
## [7025] "JMJD4" "JMJD6"
## [7027] "JMJD7" "JMJD7-PLA2G4B"
## [7029] "JMJD8" "JMY"
## [7031] "JOSD1" "JOSD2"
## [7033] "JPH1" "JPH2"
## [7035] "JPH3" "JPH4"
## [7037] "JPX" "JRK"
## [7039] "JRKL" "JSRP1"
## [7041] "JTB" "JUN"
## [7043] "JUNB" "JUND"
## [7045] "JUP" "KAAG1"
## [7047] "KALRN" "KANK1"
## [7049] "KANK2" "KANK3"
## [7051] "KANK4" "KANSL1"
## [7053] "KANSL1-AS1" "KANSL1L"
## [7055] "KANSL2" "KANSL3"
## [7057] "KAT2A" "KAT2B"
## [7059] "KAT5" "KAT6A"
## [7061] "KAT6B" "KAT7"
## [7063] "KAT8" "KATNA1"
## [7065] "KATNAL1" "KATNAL2"
## [7067] "KATNB1" "KATNBL1"
## [7069] "KAZALD1" "KAZN"
## [7071] "KBTBD11" "KBTBD12"
## [7073] "KBTBD2" "KBTBD3"
## [7075] "KBTBD4" "KBTBD6"
## [7077] "KBTBD7" "KBTBD8"
## [7079] "KCMF1" "KCNA1"
## [7081] "KCNA10" "KCNA2"
## [7083] "KCNA3" "KCNA5"
## [7085] "KCNA7" "KCNAB1"
## [7087] "KCNAB2" "KCNAB3"
## [7089] "KCNB1" "KCNC1"
## [7091] "KCNC3" "KCNC4"
## [7093] "KCND1" "KCND2"
## [7095] "KCND3" "KCNE1"
## [7097] "KCNE2" "KCNE3"
## [7099] "KCNE4" "KCNF1"
## [7101] "KCNG1" "KCNG2"
## [7103] "KCNG3" "KCNH1"
## [7105] "KCNH2" "KCNH3"
## [7107] "KCNH4" "KCNH6"
## [7109] "KCNH7" "KCNH8"
## [7111] "KCNIP2" "KCNIP3"
## [7113] "KCNIP4" "KCNJ1"
## [7115] "KCNJ10" "KCNJ11"
## [7117] "KCNJ12" "KCNJ13"
## [7119] "KCNJ14" "KCNJ15"
## [7121] "KCNJ16" "KCNJ2"
## [7123] "KCNJ2-AS1" "KCNJ3"
## [7125] "KCNJ4" "KCNJ5"
## [7127] "KCNJ6" "KCNJ8"
## [7129] "KCNJ9" "KCNK1"
## [7131] "KCNK10" "KCNK12"
## [7133] "KCNK13" "KCNK15"
## [7135] "KCNK17" "KCNK2"
## [7137] "KCNK3" "KCNK4"
## [7139] "KCNK5" "KCNK6"
## [7141] "KCNK7" "KCNK9"
## [7143] "KCNMA1" "KCNMB1"
## [7145] "KCNMB2" "KCNMB3"
## [7147] "KCNMB4" "KCNN1"
## [7149] "KCNN2" "KCNN3"
## [7151] "KCNN4" "KCNQ1"
## [7153] "KCNQ1OT1" "KCNQ2"
## [7155] "KCNQ3" "KCNQ4"
## [7157] "KCNQ5" "KCNQ5-AS1"
## [7159] "KCNRG" "KCNS1"
## [7161] "KCNS2" "KCNS3"
## [7163] "KCNT1" "KCNT2"
## [7165] "KCNU1" "KCNV1"
## [7167] "KCNV2" "KCP"
## [7169] "KCTD1" "KCTD10"
## [7171] "KCTD11" "KCTD12"
## [7173] "KCTD13" "KCTD14"
## [7175] "KCTD15" "KCTD16"
## [7177] "KCTD17" "KCTD18"
## [7179] "KCTD19" "KCTD2"
## [7181] "KCTD20" "KCTD21"
## [7183] "KCTD3" "KCTD4"
## [7185] "KCTD5" "KCTD6"
## [7187] "KCTD7" "KCTD9"
## [7189] "KDELR1" "KDELR2"
## [7191] "KDELR3" "KDM1A"
## [7193] "KDM1B" "KDM2A"
## [7195] "KDM2B" "KDM3A"
## [7197] "KDM3B" "KDM4A"
## [7199] "KDM4A-AS1" "KDM4B"
## [7201] "KDM4C" "KDM4D"
## [7203] "KDM4E" "KDM5A"
## [7205] "KDM5B" "KDM5C"
## [7207] "KDM5D" "KDM6A"
## [7209] "KDM6B" "KDM8"
## [7211] "KDR" "KDSR"
## [7213] "KEAP1" "KEL"
## [7215] "KHDC1" "KHDC1L"
## [7217] "KHDRBS1" "KHDRBS2"
## [7219] "KHDRBS3" "KHK"
## [7221] "KHNYN" "KHSRP"
## [7223] "KIAA0040" "KIAA0100"
## [7225] "KIAA0232" "KIAA0319"
## [7227] "KIAA0319L" "KIAA0408"
## [7229] "KIAA0513" "KIAA0586"
## [7231] "KIAA0753" "KIAA0825"
## [7233] "KIAA0895" "KIAA0895L"
## [7235] "KIAA0930" "KIAA1109"
## [7237] "KIAA1143" "KIAA1191"
## [7239] "KIAA1217" "KIAA1328"
## [7241] "KIAA1522" "KIAA1549"
## [7243] "KIAA1549L" "KIAA1586"
## [7245] "KIAA1614" "KIAA1671"
## [7247] "KIAA1755" "KIAA1841"
## [7249] "KIAA1958" "KIAA2013"
## [7251] "KIAA2026" "KIDINS220"
## [7253] "KIF11" "KIF12"
## [7255] "KIF13A" "KIF13B"
## [7257] "KIF14" "KIF15"
## [7259] "KIF16B" "KIF17"
## [7261] "KIF18A" "KIF18B"
## [7263] "KIF19" "KIF1A"
## [7265] "KIF1B" "KIF1C"
## [7267] "KIF20A" "KIF20B"
## [7269] "KIF21A" "KIF21B"
## [7271] "KIF22" "KIF23"
## [7273] "KIF24" "KIF25"
## [7275] "KIF26A" "KIF26B"
## [7277] "KIF27" "KIF2A"
## [7279] "KIF2C" "KIF3A"
## [7281] "KIF3B" "KIF3C"
## [7283] "KIF4A" "KIF4B"
## [7285] "KIF5A" "KIF5B"
## [7287] "KIF5C" "KIF6"
## [7289] "KIF7" "KIF9"
## [7291] "KIF9-AS1" "KIFAP3"
## [7293] "KIFC1" "KIFC2"
## [7295] "KIFC3" "KIN"
## [7297] "KIR2DL1" "KIR2DL3"
## [7299] "KIR2DL4" "KIR2DS4"
## [7301] "KIR3DL1" "KIR3DL2"
## [7303] "KIR3DX1" "KIRREL2"
## [7305] "KIRREL3" "KISS1"
## [7307] "KISS1R" "KIT"
## [7309] "KITLG" "KL"
## [7311] "KLB" "KLC1"
## [7313] "KLC2" "KLC3"
## [7315] "KLC4" "KLF1"
## [7317] "KLF10" "KLF11"
## [7319] "KLF12" "KLF13"
## [7321] "KLF14" "KLF15"
## [7323] "KLF16" "KLF17"
## [7325] "KLF2" "KLF3"
## [7327] "KLF4" "KLF5"
## [7329] "KLF6" "KLF7"
## [7331] "KLF8" "KLF9"
## [7333] "KLHDC1" "KLHDC10"
## [7335] "KLHDC2" "KLHDC3"
## [7337] "KLHDC4" "KLHDC7A"
## [7339] "KLHDC7B" "KLHDC8A"
## [7341] "KLHDC8B" "KLHDC9"
## [7343] "KLHL10" "KLHL11"
## [7345] "KLHL12" "KLHL13"
## [7347] "KLHL14" "KLHL15"
## [7349] "KLHL17" "KLHL18"
## [7351] "KLHL2" "KLHL20"
## [7353] "KLHL21" "KLHL22"
## [7355] "KLHL23" "KLHL24"
## [7357] "KLHL25" "KLHL26"
## [7359] "KLHL28" "KLHL29"
## [7361] "KLHL3" "KLHL30"
## [7363] "KLHL31" "KLHL32"
## [7365] "KLHL33" "KLHL34"
## [7367] "KLHL35" "KLHL36"
## [7369] "KLHL4" "KLHL41"
## [7371] "KLHL42" "KLHL5"
## [7373] "KLHL6" "KLHL7"
## [7375] "KLHL8" "KLHL9"
## [7377] "KLK1" "KLK10"
## [7379] "KLK11" "KLK13"
## [7381] "KLK14" "KLK5"
## [7383] "KLK6" "KLK7"
## [7385] "KLK8" "KLK9"
## [7387] "KLKB1" "KLKP1"
## [7389] "KLLN" "KLRB1"
## [7391] "KLRC1" "KLRC2"
## [7393] "KLRC3" "KLRC4"
## [7395] "KLRC4-KLRK1" "KLRD1"
## [7397] "KLRF1" "KLRG1"
## [7399] "KLRG2" "KLRK1"
## [7401] "KMO" "KNDC1"
## [7403] "KNG1" "KNSTRN"
## [7405] "KNTC1" "KPNA1"
## [7407] "KPNA2" "KPNA3"
## [7409] "KPNA4" "KPNA5"
## [7411] "KPNA6" "KPNA7"
## [7413] "KPNB1" "KPTN"
## [7415] "KRAS" "KRBA1"
## [7417] "KRBA2" "KRBOX1"
## [7419] "KRBOX4" "KRCC1"
## [7421] "KREMEN1" "KREMEN2"
## [7423] "KRI1" "KRIT1"
## [7425] "KRR1" "KRT1"
## [7427] "KRT10" "KRT12"
## [7429] "KRT13" "KRT14"
## [7431] "KRT15" "KRT16"
## [7433] "KRT16P2" "KRT17"
## [7435] "KRT18" "KRT18P55"
## [7437] "KRT19" "KRT2"
## [7439] "KRT20" "KRT222"
## [7441] "KRT23" "KRT24"
## [7443] "KRT3" "KRT31"
## [7445] "KRT32" "KRT34"
## [7447] "KRT36" "KRT39"
## [7449] "KRT4" "KRT42P"
## [7451] "KRT5" "KRT6A"
## [7453] "KRT6B" "KRT7"
## [7455] "KRT72" "KRT73"
## [7457] "KRT74" "KRT77"
## [7459] "KRT78" "KRT79"
## [7461] "KRT8" "KRT80"
## [7463] "KRT81" "KRT83"
## [7465] "KRT85" "KRT9"
## [7467] "KRTAP1-1" "KRTAP2-3"
## [7469] "KRTAP3-1" "KRTAP4-1"
## [7471] "KRTAP4-4" "KRTAP5-1"
## [7473] "KRTAP5-10" "KRTAP5-7"
## [7475] "KRTAP5-8" "KRTAP5-9"
## [7477] "KRTCAP2" "KRTCAP3"
## [7479] "KRTDAP" "KSR1"
## [7481] "KSR2" "KTI12"
## [7483] "KTN1" "KTN1-AS1"
## [7485] "KXD1" "KY"
## [7487] "KYNU" "L1CAM"
## [7489] "L1TD1" "L2HGDH"
## [7491] "L3HYPDH" "L3MBTL1"
## [7493] "L3MBTL2" "L3MBTL3"
## [7495] "L3MBTL4" "LACC1"
## [7497] "LACTB" "LACTB2"
## [7499] "LAD1" "LAG3"
## [7501] "LAGE3" "LAIR1"
## [7503] "LAIR2" "LAMA1"
## [7505] "LAMA2" "LAMA3"
## [7507] "LAMA4" "LAMA5"
## [7509] "LAMB1" "LAMB2"
## [7511] "LAMB3" "LAMB4"
## [7513] "LAMC1" "LAMC2"
## [7515] "LAMC3" "LAMP1"
## [7517] "LAMP2" "LAMP3"
## [7519] "LAMP5" "LAMTOR1"
## [7521] "LAMTOR2" "LAMTOR3"
## [7523] "LAMTOR4" "LAMTOR5"
## [7525] "LANCL1" "LANCL2"
## [7527] "LANCL3" "LAP3"
## [7529] "LAPTM4A" "LAPTM4B"
## [7531] "LAPTM5" "LARP1"
## [7533] "LARP1B" "LARP4"
## [7535] "LARP4B" "LARP6"
## [7537] "LARP7" "LARS2"
## [7539] "LARS2-AS1" "LAS1L"
## [7541] "LASP1" "LAT"
## [7543] "LAT2" "LATS1"
## [7545] "LATS2" "LAX1"
## [7547] "LAYN" "LBH"
## [7549] "LBP" "LBR"
## [7551] "LBX2" "LBX2-AS1"
## [7553] "LCA5" "LCA5L"
## [7555] "LCAT" "LCE1B"
## [7557] "LCE1E" "LCE1F"
## [7559] "LCE3A" "LCE3D"
## [7561] "LCE3E" "LCK"
## [7563] "LCLAT1" "LCMT1"
## [7565] "LCMT2" "LCN10"
## [7567] "LCN12" "LCN15"
## [7569] "LCN2" "LCN8"
## [7571] "LCNL1" "LCOR"
## [7573] "LCORL" "LCP1"
## [7575] "LCP2" "LCT"
## [7577] "LCTL" "LDB1"
## [7579] "LDB2" "LDB3"
## [7581] "LDHA" "LDHAL6A"
## [7583] "LDHAL6B" "LDHB"
## [7585] "LDHC" "LDHD"
## [7587] "LDLR" "LDLRAD1"
## [7589] "LDLRAD2" "LDLRAD3"
## [7591] "LDLRAD4" "LDLRAP1"
## [7593] "LDOC1" "LEAP2"
## [7595] "LEF1" "LEF1-AS1"
## [7597] "LEFTY1" "LEFTY2"
## [7599] "LEKR1" "LEMD1"
## [7601] "LEMD2" "LEMD3"
## [7603] "LENEP" "LENG1"
## [7605] "LENG8" "LENG9"
## [7607] "LEO1" "LEP"
## [7609] "LEPR" "LEPROT"
## [7611] "LEPROTL1" "LETM1"
## [7613] "LETM2" "LETMD1"
## [7615] "LFNG" "LGALS1"
## [7617] "LGALS12" "LGALS2"
## [7619] "LGALS3" "LGALS3BP"
## [7621] "LGALS4" "LGALS7B"
## [7623] "LGALS8" "LGALS8-AS1"
## [7625] "LGALS9" "LGALS9B"
## [7627] "LGALS9C" "LGALSL"
## [7629] "LGI2" "LGI3"
## [7631] "LGI4" "LGMN"
## [7633] "LGR4" "LGR5"
## [7635] "LGR6" "LGSN"
## [7637] "LHB" "LHFPL1"
## [7639] "LHFPL2" "LHFPL3-AS2"
## [7641] "LHFPL4" "LHFPL5"
## [7643] "LHPP" "LHX1"
## [7645] "LHX2" "LHX3"
## [7647] "LHX4" "LHX6"
## [7649] "LHX8" "LHX9"
## [7651] "LIAS" "LIF"
## [7653] "LIFR" "LIG1"
## [7655] "LIG3" "LIG4"
## [7657] "LILRA1" "LILRA2"
## [7659] "LILRA4" "LILRA5"
## [7661] "LILRA6" "LILRB1"
## [7663] "LILRB2" "LILRB3"
## [7665] "LILRB4" "LILRB5"
## [7667] "LIM2" "LIMA1"
## [7669] "LIMCH1" "LIMD1"
## [7671] "LIMD1-AS1" "LIMD2"
## [7673] "LIME1" "LIMK1"
## [7675] "LIMK2" "LIMS1"
## [7677] "LIMS2" "LIN28A"
## [7679] "LIN28B" "LIN37"
## [7681] "LIN52" "LIN54"
## [7683] "LIN7A" "LIN7B"
## [7685] "LIN7C" "LIN9"
## [7687] "LINC-ROR" "LINC00032"
## [7689] "LINC00051" "LINC00092"
## [7691] "LINC00112" "LINC00113"
## [7693] "LINC00114" "LINC00115"
## [7695] "LINC00158" "LINC00161"
## [7697] "LINC00167" "LINC00173"
## [7699] "LINC00174" "LINC00184"
## [7701] "LINC00189" "LINC00200"
## [7703] "LINC00222" "LINC00235"
## [7705] "LINC00239" "LINC00240"
## [7707] "LINC00242" "LINC00261"
## [7709] "LINC00265" "LINC00266-1"
## [7711] "LINC00271" "LINC00278"
## [7713] "LINC00294" "LINC00299"
## [7715] "LINC00304" "LINC00309"
## [7717] "LINC00310" "LINC00311"
## [7719] "LINC00313" "LINC00319"
## [7721] "LINC00323" "LINC00324"
## [7723] "LINC00326" "LINC00327"
## [7725] "LINC00330" "LINC00336"
## [7727] "LINC00339" "LINC00381"
## [7729] "LINC00398" "LINC00426"
## [7731] "LINC00443" "LINC00460"
## [7733] "LINC00461" "LINC00462"
## [7735] "LINC00466" "LINC00467"
## [7737] "LINC00469" "LINC00470"
## [7739] "LINC00471" "LINC00472"
## [7741] "LINC00475" "LINC00476"
## [7743] "LINC00477" "LINC00479"
## [7745] "LINC00482" "LINC00486"
## [7747] "LINC00487" "LINC00488"
## [7749] "LINC00494" "LINC00511"
## [7751] "LINC00514" "LINC00518"
## [7753] "LINC00520" "LINC00525"
## [7755] "LINC00526" "LINC00534"
## [7757] "LINC00535" "LINC00536"
## [7759] "LINC00544" "LINC00551"
## [7761] "LINC00563" "LINC00565"
## [7763] "LINC00570" "LINC00571"
## [7765] "LINC00574" "LINC00578"
## [7767] "LINC00582" "LINC00589"
## [7769] "LINC00592" "LINC00595"
## [7771] "LINC00598" "LINC00601"
## [7773] "LINC00602" "LINC00605"
## [7775] "LINC00607" "LINC00612"
## [7777] "LINC00622" "LINC00623"
## [7779] "LINC00624" "LINC00628"
## [7781] "LINC00629" "LINC00630"
## [7783] "LINC00634" "LINC00638"
## [7785] "LINC00639" "LINC00640"
## [7787] "LINC00641" "LINC00642"
## [7789] "LINC00643" "LINC00648"
## [7791] "LINC00649" "LINC00652"
## [7793] "LINC00654" "LINC00656"
## [7795] "LINC00658" "LINC00659"
## [7797] "LINC00661" "LINC00662"
## [7799] "LINC00663" "LINC00665"
## [7801] "LINC00667" "LINC00668"
## [7803] "LINC00671" "LINC00672"
## [7805] "LINC00674" "LINC00685"
## [7807] "LINC00689" "LINC00707"
## [7809] "LINC00839" "LINC00842"
## [7811] "LINC00847" "LINC00852"
## [7813] "LINC00853" "LINC00857"
## [7815] "LINC00858" "LINGO1"
## [7817] "LINGO2" "LINGO3"
## [7819] "LINGO4" "LIPA"
## [7821] "LIPC" "LIPE"
## [7823] "LIPG" "LIPH"
## [7825] "LIPJ" "LIPN"
## [7827] "LIPT1" "LIPT2"
## [7829] "LITAF" "LIX1"
## [7831] "LIX1L" "LLGL1"
## [7833] "LLGL2" "LLPH"
## [7835] "LMAN1" "LMAN1L"
## [7837] "LMAN2" "LMAN2L"
## [7839] "LMBR1" "LMBR1L"
## [7841] "LMBRD1" "LMBRD2"
## [7843] "LMCD1" "LMCD1-AS1"
## [7845] "LMF1" "LMF2"
## [7847] "LMLN" "LMNA"
## [7849] "LMNB1" "LMNB2"
## [7851] "LMO1" "LMO2"
## [7853] "LMO3" "LMO4"
## [7855] "LMO7" "LMOD1"
## [7857] "LMOD2" "LMOD3"
## [7859] "LMTK2" "LMTK3"
## [7861] "LMX1B" "LNP1"
## [7863] "LNPEP" "LNX1"
## [7865] "LNX1-AS2" "LNX2"
## [7867] "LOH12CR2" "LONP1"
## [7869] "LONP2" "LONRF1"
## [7871] "LONRF2" "LONRF3"
## [7873] "LOX" "LOXHD1"
## [7875] "LOXL1" "LOXL1-AS1"
## [7877] "LOXL2" "LOXL3"
## [7879] "LOXL4" "LPA"
## [7881] "LPAL2" "LPAR1"
## [7883] "LPAR2" "LPAR3"
## [7885] "LPAR4" "LPAR5"
## [7887] "LPAR6" "LPCAT1"
## [7889] "LPCAT2" "LPCAT3"
## [7891] "LPCAT4" "LPGAT1"
## [7893] "LPIN1" "LPIN2"
## [7895] "LPIN3" "LPL"
## [7897] "LPO" "LPP"
## [7899] "LPP-AS2" "LPXN"
## [7901] "LRAT" "LRBA"
## [7903] "LRCH1" "LRCH2"
## [7905] "LRCH3" "LRCH4"
## [7907] "LRCOL1" "LRFN1"
## [7909] "LRFN2" "LRFN3"
## [7911] "LRFN4" "LRG1"
## [7913] "LRGUK" "LRIF1"
## [7915] "LRIG1" "LRIG2"
## [7917] "LRIG3" "LRIT3"
## [7919] "LRP1" "LRP10"
## [7921] "LRP11" "LRP12"
## [7923] "LRP1B" "LRP2"
## [7925] "LRP2BP" "LRP3"
## [7927] "LRP4" "LRP4-AS1"
## [7929] "LRP5" "LRP5L"
## [7931] "LRP6" "LRP8"
## [7933] "LRPAP1" "LRPPRC"
## [7935] "LRR1" "LRRC1"
## [7937] "LRRC10B" "LRRC14"
## [7939] "LRRC15" "LRRC17"
## [7941] "LRRC18" "LRRC19"
## [7943] "LRRC2" "LRRC2-AS1"
## [7945] "LRRC20" "LRRC23"
## [7947] "LRRC24" "LRRC25"
## [7949] "LRRC26" "LRRC27"
## [7951] "LRRC28" "LRRC29"
## [7953] "LRRC3" "LRRC31"
## [7955] "LRRC32" "LRRC34"
## [7957] "LRRC36" "LRRC37A"
## [7959] "LRRC37A11P" "LRRC37A2"
## [7961] "LRRC37A3" "LRRC37A4P"
## [7963] "LRRC37A5P" "LRRC37A6P"
## [7965] "LRRC37B" "LRRC39"
## [7967] "LRRC3C" "LRRC4"
## [7969] "LRRC40" "LRRC41"
## [7971] "LRRC42" "LRRC43"
## [7973] "LRRC45" "LRRC46"
## [7975] "LRRC47" "LRRC49"
## [7977] "LRRC4B" "LRRC55"
## [7979] "LRRC56" "LRRC57"
## [7981] "LRRC58" "LRRC59"
## [7983] "LRRC6" "LRRC61"
## [7985] "LRRC66" "LRRC69"
## [7987] "LRRC7" "LRRC70"
## [7989] "LRRC71" "LRRC73"
## [7991] "LRRC8A" "LRRC8B"
## [7993] "LRRC8C" "LRRC8D"
## [7995] "LRRC8E" "LRRC9"
## [7997] "LRRCC1" "LRRD1"
## [7999] "LRRFIP1" "LRRFIP2"
## [8001] "LRRIQ1" "LRRIQ3"
## [8003] "LRRIQ4" "LRRK1"
## [8005] "LRRK2" "LRRN1"
## [8007] "LRRN2" "LRRN3"
## [8009] "LRRN4" "LRRN4CL"
## [8011] "LRRTM2" "LRSAM1"
## [8013] "LRTM2" "LRTOMT"
## [8015] "LRWD1" "LSAMP"
## [8017] "LSG1" "LSM1"
## [8019] "LSM10" "LSM11"
## [8021] "LSM12" "LSM14A"
## [8023] "LSM14B" "LSM2"
## [8025] "LSM3" "LSM5"
## [8027] "LSM6" "LSM7"
## [8029] "LSP1" "LSR"
## [8031] "LSS" "LST1"
## [8033] "LTA" "LTA4H"
## [8035] "LTB" "LTB4R"
## [8037] "LTB4R2" "LTBP1"
## [8039] "LTBP2" "LTBP3"
## [8041] "LTBP4" "LTBR"
## [8043] "LTC4S" "LTF"
## [8045] "LTK" "LTN1"
## [8047] "LTV1" "LUC7L"
## [8049] "LUC7L2" "LUC7L3"
## [8051] "LUM" "LURAP1"
## [8053] "LURAP1L" "LUZP1"
## [8055] "LUZP2" "LXN"
## [8057] "LY6D" "LY6E"
## [8059] "LY6G5B" "LY6G5C"
## [8061] "LY6G6C" "LY6G6D"
## [8063] "LY6G6E" "LY6G6F"
## [8065] "LY6K" "LY75"
## [8067] "LY75-CD302" "LY86"
## [8069] "LY86-AS1" "LY9"
## [8071] "LY96" "LYAR"
## [8073] "LYG1" "LYG2"
## [8075] "LYL1" "LYN"
## [8077] "LYNX1" "LYPD1"
## [8079] "LYPD2" "LYPD3"
## [8081] "LYPD4" "LYPD5"
## [8083] "LYPD6" "LYPD6B"
## [8085] "LYPD8" "LYPLA1"
## [8087] "LYPLA2" "LYPLAL1"
## [8089] "LYRM1" "LYRM2"
## [8091] "LYRM4" "LYRM7"
## [8093] "LYRM9" "LYSMD1"
## [8095] "LYSMD2" "LYSMD3"
## [8097] "LYSMD4" "LYST"
## [8099] "LYVE1" "LYZ"
## [8101] "LZIC" "LZTFL1"
## [8103] "LZTR1" "LZTS1"
## [8105] "LZTS2" "M1AP"
## [8107] "M6PR" "MAB21L1"
## [8109] "MAB21L2" "MAB21L3"
## [8111] "MACC1" "MACC1-AS1"
## [8113] "MACF1" "MACROD1"
## [8115] "MACROD2" "MAD1L1"
## [8117] "MAD2L1" "MAD2L1BP"
## [8119] "MAD2L2" "MADCAM1"
## [8121] "MADD" "MAEA"
## [8123] "MAEL" "MAF"
## [8125] "MAF1" "MAFA"
## [8127] "MAFB" "MAFF"
## [8129] "MAFG" "MAFK"
## [8131] "MAG" "MAGEA6"
## [8133] "MAGEA8" "MAGEB5"
## [8135] "MAGEB6" "MAGEC2"
## [8137] "MAGED1" "MAGED2"
## [8139] "MAGEE1" "MAGEF1"
## [8141] "MAGEH1" "MAGI1"
## [8143] "MAGI2" "MAGI2-AS3"
## [8145] "MAGI3" "MAGIX"
## [8147] "MAGOH" "MAGOHB"
## [8149] "MAGT1" "MAK"
## [8151] "MAK16" "MAL"
## [8153] "MAL2" "MALAT1"
## [8155] "MALL" "MALSU1"
## [8157] "MALT1" "MAMDC2"
## [8159] "MAMDC4" "MAML1"
## [8161] "MAML2" "MAML3"
## [8163] "MAMLD1" "MAMSTR"
## [8165] "MAN1A1" "MAN1A2"
## [8167] "MAN1B1" "MAN1C1"
## [8169] "MAN2A1" "MAN2A2"
## [8171] "MAN2B1" "MAN2B2"
## [8173] "MAN2C1" "MANBA"
## [8175] "MANBAL" "MANEA"
## [8177] "MANEAL" "MANF"
## [8179] "MANSC1" "MANSC4"
## [8181] "MAOA" "MAOB"
## [8183] "MAP10" "MAP1A"
## [8185] "MAP1B" "MAP1LC3A"
## [8187] "MAP1LC3B" "MAP1LC3B2"
## [8189] "MAP1LC3C" "MAP1S"
## [8191] "MAP2" "MAP2K1"
## [8193] "MAP2K2" "MAP2K3"
## [8195] "MAP2K4" "MAP2K4P1"
## [8197] "MAP2K5" "MAP2K6"
## [8199] "MAP2K7" "MAP3K1"
## [8201] "MAP3K10" "MAP3K11"
## [8203] "MAP3K12" "MAP3K13"
## [8205] "MAP3K14" "MAP3K14-AS1"
## [8207] "MAP3K15" "MAP3K19"
## [8209] "MAP3K2" "MAP3K3"
## [8211] "MAP3K4" "MAP3K5"
## [8213] "MAP3K6" "MAP3K7"
## [8215] "MAP3K8" "MAP3K9"
## [8217] "MAP4" "MAP4K1"
## [8219] "MAP4K2" "MAP4K3"
## [8221] "MAP4K4" "MAP4K5"
## [8223] "MAP6" "MAP6D1"
## [8225] "MAP7" "MAP7D1"
## [8227] "MAP7D2" "MAP7D3"
## [8229] "MAP9" "MAPK1"
## [8231] "MAPK10" "MAPK11"
## [8233] "MAPK12" "MAPK13"
## [8235] "MAPK14" "MAPK15"
## [8237] "MAPK1IP1L" "MAPK3"
## [8239] "MAPK4" "MAPK6"
## [8241] "MAPK7" "MAPK8"
## [8243] "MAPK8IP1" "MAPK8IP2"
## [8245] "MAPK8IP3" "MAPK9"
## [8247] "MAPKAP1" "MAPKAPK2"
## [8249] "MAPKAPK3" "MAPKAPK5"
## [8251] "MAPKAPK5-AS1" "MAPKBP1"
## [8253] "MAPRE1" "MAPRE2"
## [8255] "MAPRE3" "MAPT"
## [8257] "MARCKS" "MARCKSL1"
## [8259] "MARCO" "MARK1"
## [8261] "MARK2" "MARK2P9"
## [8263] "MARK3" "MARK4"
## [8265] "MARS2" "MARVELD1"
## [8267] "MARVELD2" "MARVELD3"
## [8269] "MAS1" "MASP1"
## [8271] "MASP2" "MAST1"
## [8273] "MAST2" "MAST3"
## [8275] "MAST4" "MASTL"
## [8277] "MAT1A" "MAT2A"
## [8279] "MAT2B" "MATK"
## [8281] "MATN1" "MATN1-AS1"
## [8283] "MATN2" "MATN3"
## [8285] "MATN4" "MATR3"
## [8287] "MAU2" "MAVS"
## [8289] "MAX" "MAZ"
## [8291] "MB" "MB21D2"
## [8293] "MBD1" "MBD2"
## [8295] "MBD3" "MBD4"
## [8297] "MBD5" "MBD6"
## [8299] "MBIP" "MBLAC1"
## [8301] "MBLAC2" "MBNL1"
## [8303] "MBNL1-AS1" "MBNL2"
## [8305] "MBNL3" "MBOAT1"
## [8307] "MBOAT2" "MBOAT4"
## [8309] "MBOAT7" "MBP"
## [8311] "MBTD1" "MBTPS1"
## [8313] "MBTPS2" "MC1R"
## [8315] "MC4R" "MCAM"
## [8317] "MCAT" "MCC"
## [8319] "MCCC1" "MCCC2"
## [8321] "MCEE" "MCF2"
## [8323] "MCF2L" "MCF2L-AS1"
## [8325] "MCF2L2" "MCFD2"
## [8327] "MCHR1" "MCL1"
## [8329] "MCM10" "MCM2"
## [8331] "MCM3" "MCM3AP"
## [8333] "MCM3AP-AS1" "MCM4"
## [8335] "MCM5" "MCM6"
## [8337] "MCM7" "MCM8"
## [8339] "MCM9" "MCMBP"
## [8341] "MCMDC2" "MCOLN1"
## [8343] "MCOLN2" "MCOLN3"
## [8345] "MCPH1" "MCRS1"
## [8347] "MCTP1" "MCTP2"
## [8349] "MCTS1" "MCU"
## [8351] "MDC1" "MDFI"
## [8353] "MDFIC" "MDGA1"
## [8355] "MDGA2" "MDH1"
## [8357] "MDH1B" "MDH2"
## [8359] "MDK" "MDM1"
## [8361] "MDM2" "MDM4"
## [8363] "MDN1" "MDP1"
## [8365] "MDS2" "ME1"
## [8367] "ME2" "ME3"
## [8369] "MEA1" "MEAF6"
## [8371] "MECOM" "MECP2"
## [8373] "MECR" "MED1"
## [8375] "MED10" "MED11"
## [8377] "MED12" "MED12L"
## [8379] "MED13" "MED13L"
## [8381] "MED14" "MED15"
## [8383] "MED16" "MED17"
## [8385] "MED18" "MED19"
## [8387] "MED20" "MED21"
## [8389] "MED22" "MED23"
## [8391] "MED24" "MED25"
## [8393] "MED26" "MED27"
## [8395] "MED28" "MED29"
## [8397] "MED30" "MED31"
## [8399] "MED4" "MED4-AS1"
## [8401] "MED6" "MED7"
## [8403] "MED8" "MED9"
## [8405] "MEDAG" "MEF2A"
## [8407] "MEF2B" "MEF2C"
## [8409] "MEF2D" "MEFV"
## [8411] "MEG3" "MEG8"
## [8413] "MEG9" "MEGF10"
## [8415] "MEGF11" "MEGF6"
## [8417] "MEGF8" "MEGF9"
## [8419] "MEI1" "MEIG1"
## [8421] "MEIOB" "MEIS1"
## [8423] "MEIS1-AS3" "MEIS2"
## [8425] "MEIS3" "MEIS3P1"
## [8427] "MELK" "MEMO1"
## [8429] "MEN1" "MEOX1"
## [8431] "MEOX2" "MEP1A"
## [8433] "MEP1B" "MEPCE"
## [8435] "MERTK" "MESP1"
## [8437] "MESP2" "MEST"
## [8439] "MESTIT1" "MET"
## [8441] "METAP1" "METAP1D"
## [8443] "METAP2" "METRN"
## [8445] "METRNL" "METTL1"
## [8447] "METTL14" "METTL15"
## [8449] "METTL16" "METTL17"
## [8451] "METTL18" "METTL21A"
## [8453] "METTL21C" "METTL21EP"
## [8455] "METTL22" "METTL23"
## [8457] "METTL24" "METTL25"
## [8459] "METTL2A" "METTL2B"
## [8461] "METTL3" "METTL4"
## [8463] "METTL5" "METTL6"
## [8465] "METTL7A" "METTL7B"
## [8467] "METTL8" "METTL9"
## [8469] "MEX3A" "MEX3B"
## [8471] "MEX3C" "MEX3D"
## [8473] "MFAP1" "MFAP2"
## [8475] "MFAP3" "MFAP3L"
## [8477] "MFAP4" "MFAP5"
## [8479] "MFF" "MFGE8"
## [8481] "MFHAS1" "MFN1"
## [8483] "MFN2" "MFNG"
## [8485] "MFSD1" "MFSD10"
## [8487] "MFSD11" "MFSD12"
## [8489] "MFSD2A" "MFSD2B"
## [8491] "MFSD3" "MFSD5"
## [8493] "MFSD6" "MFSD6L"
## [8495] "MFSD8" "MFSD9"
## [8497] "MGA" "MGAM"
## [8499] "MGARP" "MGAT1"
## [8501] "MGAT2" "MGAT3"
## [8503] "MGAT4A" "MGAT4B"
## [8505] "MGAT4C" "MGAT5"
## [8507] "MGAT5B" "MGLL"
## [8509] "MGME1" "MGMT"
## [8511] "MGP" "MGRN1"
## [8513] "MGST1" "MGST2"
## [8515] "MGST3" "MIA"
## [8517] "MIA2" "MIA3"
## [8519] "MIAT" "MIB1"
## [8521] "MIB2" "MICA"
## [8523] "MICAL1" "MICAL2"
## [8525] "MICAL3" "MICALL1"
## [8527] "MICALL2" "MICB"
## [8529] "MICU1" "MID1"
## [8531] "MID1IP1" "MID2"
## [8533] "MIDN" "MIEN1"
## [8535] "MIER1" "MIER2"
## [8537] "MIER3" "MIF"
## [8539] "MIF4GD" "MIIP"
## [8541] "MILR1" "MINK1"
## [8543] "MINPP1" "MIOS"
## [8545] "MIOX" "MIP"
## [8547] "MIPEP" "MIPEPP3"
## [8549] "MIPOL1" "MIR100HG"
## [8551] "MIR103A2" "MIR106B"
## [8553] "MIR1180" "MIR1200"
## [8555] "MIR1203" "MIR1204"
## [8557] "MIR1206" "MIR1244-2"
## [8559] "MIR1244-3" "MIR1247"
## [8561] "MIR1249" "MIR1250"
## [8563] "MIR1256" "MIR125B2"
## [8565] "MIR1276" "MIR1281"
## [8567] "MIR1282" "MIR1284"
## [8569] "MIR1286" "MIR1291"
## [8571] "MIR1301" "MIR1304"
## [8573] "MIR130B" "MIR132"
## [8575] "MIR137HG" "MIR138-1"
## [8577] "MIR141" "MIR1469"
## [8579] "MIR146A" "MIR148B"
## [8581] "MIR150" "MIR1537"
## [8583] "MIR1538" "MIR155HG"
## [8585] "MIR17HG" "MIR181A2HG"
## [8587] "MIR181B1" "MIR185"
## [8589] "MIR186" "MIR1908"
## [8591] "MIR1914" "MIR1915"
## [8593] "MIR192" "MIR196A1"
## [8595] "MIR1972-2" "MIR199A1"
## [8597] "MIR200A" "MIR200B"
## [8599] "MIR21" "MIR210"
## [8601] "MIR210HG" "MIR2116"
## [8603] "MIR215" "MIR221"
## [8605] "MIR222" "MIR22HG"
## [8607] "MIR2355" "MIR23A"
## [8609] "MIR23B" "MIR24-1"
## [8611] "MIR2467" "MIR25"
## [8613] "MIR2682" "MIR26A2"
## [8615] "MIR26B" "MIR27A"
## [8617] "MIR27B" "MIR29A"
## [8619] "MIR29B2" "MIR29C"
## [8621] "MIR302C" "MIR3064"
## [8623] "MIR3074" "MIR30C1"
## [8625] "MIR30C2" "MIR31"
## [8627] "MIR3124" "MIR3125"
## [8629] "MIR3127" "MIR3128"
## [8631] "MIR3131" "MIR3134"
## [8633] "MIR3136" "MIR3138"
## [8635] "MIR3140" "MIR3143"
## [8637] "MIR3146" "MIR3153"
## [8639] "MIR3162" "MIR3173"
## [8641] "MIR3175" "MIR3176"
## [8643] "MIR3177" "MIR3178"
## [8645] "MIR3186" "MIR3188"
## [8647] "MIR3189" "MIR3191"
## [8649] "MIR3192" "MIR3194"
## [8651] "MIR3198-1" "MIR31HG"
## [8653] "MIR32" "MIR320A"
## [8655] "MIR320B2" "MIR320C1"
## [8657] "MIR320E" "MIR324"
## [8659] "MIR326" "MIR330"
## [8661] "MIR331" "MIR339"
## [8663] "MIR33B" "MIR345"
## [8665] "MIR34A" "MIR3605"
## [8667] "MIR3609" "MIR3613"
## [8669] "MIR3662" "MIR3671"
## [8671] "MIR3677" "MIR3679"
## [8673] "MIR3680-2" "MIR3682"
## [8675] "MIR3685" "MIR373"
## [8677] "MIR374B" "MIR378D2"
## [8679] "MIR378E" "MIR3909"
## [8681] "MIR3911" "MIR3916"
## [8683] "MIR3936" "MIR3939"
## [8685] "MIR3942" "MIR3944"
## [8687] "MIR3975" "MIR3978"
## [8689] "MIR421" "MIR423"
## [8691] "MIR425" "MIR4257"
## [8693] "MIR4258" "MIR4263"
## [8695] "MIR4284" "MIR4285"
## [8697] "MIR429" "MIR4292"
## [8699] "MIR4295" "MIR4296"
## [8701] "MIR4304" "MIR4308"
## [8703] "MIR4312" "MIR4319"
## [8705] "MIR4324" "MIR4326"
## [8707] "MIR4420" "MIR4434"
## [8709] "MIR4440" "MIR4441"
## [8711] "MIR4442" "MIR4446"
## [8713] "MIR4449" "MIR4451"
## [8715] "MIR4462" "MIR4479"
## [8717] "MIR4480" "MIR4489"
## [8719] "MIR4505" "MIR4513"
## [8721] "MIR4517" "MIR4518"
## [8723] "MIR4519" "MIR4521"
## [8725] "MIR4523" "MIR4530"
## [8727] "MIR4540" "MIR4632"
## [8729] "MIR4635" "MIR4639"
## [8731] "MIR4642" "MIR4645"
## [8733] "MIR4648" "MIR4653"
## [8735] "MIR4664" "MIR4668"
## [8737] "MIR4673" "MIR4685"
## [8739] "MIR4691" "MIR4698"
## [8741] "MIR4706" "MIR4712"
## [8743] "MIR4718" "MIR4720"
## [8745] "MIR4728" "MIR4729"
## [8747] "MIR4730" "MIR4733"
## [8749] "MIR4736" "MIR4737"
## [8751] "MIR4740" "MIR4742"
## [8753] "MIR4744" "MIR4746"
## [8755] "MIR4748" "MIR4754"
## [8757] "MIR4755" "MIR4766"
## [8759] "MIR4767" "MIR4772"
## [8761] "MIR4782" "MIR4784"
## [8763] "MIR4785" "MIR4786"
## [8765] "MIR4787" "MIR4802"
## [8767] "MIR491" "MIR497HG"
## [8769] "MIR499B" "MIR5009"
## [8771] "MIR5010" "MIR503"
## [8773] "MIR5047" "MIR5087"
## [8775] "MIR5089" "MIR5094"
## [8777] "MIR5187" "MIR5188"
## [8779] "MIR5189" "MIR5190"
## [8781] "MIR5192" "MIR5194"
## [8783] "MIR548AC" "MIR548AN"
## [8785] "MIR548AO" "MIR548AR"
## [8787] "MIR548H4" "MIR548J"
## [8789] "MIR548N" "MIR548Q"
## [8791] "MIR550A3" "MIR553"
## [8793] "MIR554" "MIR5581"
## [8795] "MIR5587" "MIR561"
## [8797] "MIR568" "MIR5684"
## [8799] "MIR5685" "MIR569"
## [8801] "MIR5690" "MIR5692A1"
## [8803] "MIR5692C2" "MIR5695"
## [8805] "MIR570" "MIR573"
## [8807] "MIR580" "MIR581"
## [8809] "MIR589" "MIR590"
## [8811] "MIR593" "MIR600HG"
## [8813] "MIR601" "MIR604"
## [8815] "MIR612" "MIR614"
## [8817] "MIR622" "MIR623"
## [8819] "MIR626" "MIR628"
## [8821] "MIR631" "MIR635"
## [8823] "MIR636" "MIR637"
## [8825] "MIR641" "MIR643"
## [8827] "MIR644A" "MIR645"
## [8829] "MIR647" "MIR657"
## [8831] "MIR659" "MIR661"
## [8833] "MIR7-1" "MIR744"
## [8835] "MIR762" "MIR765"
## [8837] "MIR766" "MIR93"
## [8839] "MIR933" "MIR938"
## [8841] "MIR940" "MIR941-1"
## [8843] "MIR98" "MIRLET7BHG"
## [8845] "MIRLET7D" "MIRLET7G"
## [8847] "MIRLET7I" "MIS12"
## [8849] "MIS18A" "MIS18BP1"
## [8851] "MITD1" "MITF"
## [8853] "MIXL1" "MKI67"
## [8855] "MKKS" "MKLN1"
## [8857] "MKNK1" "MKNK1-AS1"
## [8859] "MKNK2" "MKRN1"
## [8861] "MKRN2" "MKRN3"
## [8863] "MKRN9P" "MKS1"
## [8865] "MKX" "MLANA"
## [8867] "MLC1" "MLEC"
## [8869] "MLF1" "MLF2"
## [8871] "MLH1" "MLH3"
## [8873] "MLIP" "MLKL"
## [8875] "MLLT1" "MLLT10"
## [8877] "MLLT10P1" "MLLT11"
## [8879] "MLLT3" "MLLT6"
## [8881] "MLN" "MLNR"
## [8883] "MLPH" "MLST8"
## [8885] "MLX" "MLXIP"
## [8887] "MLXIPL" "MLYCD"
## [8889] "MMAA" "MMAB"
## [8891] "MMACHC" "MMADHC"
## [8893] "MMD" "MME"
## [8895] "MMEL1" "MMGT1"
## [8897] "MMP1" "MMP10"
## [8899] "MMP11" "MMP12"
## [8901] "MMP13" "MMP14"
## [8903] "MMP15" "MMP16"
## [8905] "MMP17" "MMP19"
## [8907] "MMP2" "MMP21"
## [8909] "MMP23A" "MMP23B"
## [8911] "MMP24" "MMP25"
## [8913] "MMP28" "MMP3"
## [8915] "MMP7" "MMP8"
## [8917] "MMP9" "MMRN1"
## [8919] "MMRN2" "MMS19"
## [8921] "MMS22L" "MN1"
## [8923] "MNAT1" "MND1"
## [8925] "MNDA" "MNS1"
## [8927] "MNT" "MNX1"
## [8929] "MOAP1" "MOB1A"
## [8931] "MOB1B" "MOB2"
## [8933] "MOB3A" "MOB3B"
## [8935] "MOB3C" "MOB4"
## [8937] "MOBP" "MOCOS"
## [8939] "MOCS1" "MOCS2"
## [8941] "MOCS3" "MOGAT1"
## [8943] "MOGAT3" "MOGS"
## [8945] "MOK" "MON1A"
## [8947] "MON1B" "MON2"
## [8949] "MORC1" "MORC2"
## [8951] "MORC2-AS1" "MORC3"
## [8953] "MORC4" "MORF4L1"
## [8955] "MORF4L2" "MORF4L2-AS1"
## [8957] "MORN1" "MORN2"
## [8959] "MORN3" "MORN4"
## [8961] "MORN5" "MOSPD1"
## [8963] "MOSPD2" "MOSPD3"
## [8965] "MOV10" "MOV10L1"
## [8967] "MOXD1" "MPC1"
## [8969] "MPC1L" "MPC2"
## [8971] "MPDU1" "MPDZ"
## [8973] "MPEG1" "MPG"
## [8975] "MPHOSPH10" "MPHOSPH6"
## [8977] "MPHOSPH8" "MPHOSPH9"
## [8979] "MPI" "MPL"
## [8981] "MPLKIP" "MPND"
## [8983] "MPO" "MPP1"
## [8985] "MPP2" "MPP3"
## [8987] "MPP4" "MPP5"
## [8989] "MPP6" "MPP7"
## [8991] "MPPE1" "MPPED1"
## [8993] "MPPED2" "MPRIP"
## [8995] "MPST" "MPV17"
## [8997] "MPV17L" "MPV17L2"
## [8999] "MPZ" "MPZL1"
## [9001] "MPZL2" "MPZL3"
## [9003] "MR1" "MRAP"
## [9005] "MRAP2" "MRAS"
## [9007] "MRC1" "MRC2"
## [9009] "MREG" "MRFAP1"
## [9011] "MRFAP1L1" "MRGBP"
## [9013] "MRGPRD" "MRGPRE"
## [9015] "MRGPRF" "MRGPRX2"
## [9017] "MRGPRX3" "MRI1"
## [9019] "MRM1" "MRO"
## [9021] "MROH1" "MROH5"
## [9023] "MROH6" "MROH7"
## [9025] "MROH8" "MROH9"
## [9027] "MRPL1" "MRPL10"
## [9029] "MRPL11" "MRPL12"
## [9031] "MRPL13" "MRPL14"
## [9033] "MRPL15" "MRPL16"
## [9035] "MRPL17" "MRPL18"
## [9037] "MRPL19" "MRPL2"
## [9039] "MRPL20" "MRPL21"
## [9041] "MRPL22" "MRPL23"
## [9043] "MRPL23-AS1" "MRPL24"
## [9045] "MRPL27" "MRPL28"
## [9047] "MRPL3" "MRPL30"
## [9049] "MRPL32" "MRPL33"
## [9051] "MRPL34" "MRPL35"
## [9053] "MRPL36" "MRPL37"
## [9055] "MRPL38" "MRPL39"
## [9057] "MRPL4" "MRPL40"
## [9059] "MRPL41" "MRPL42"
## [9061] "MRPL43" "MRPL44"
## [9063] "MRPL45" "MRPL45P2"
## [9065] "MRPL46" "MRPL47"
## [9067] "MRPL48" "MRPL49"
## [9069] "MRPL50" "MRPL51"
## [9071] "MRPL52" "MRPL53"
## [9073] "MRPL54" "MRPL55"
## [9075] "MRPL9" "MRPS10"
## [9077] "MRPS11" "MRPS12"
## [9079] "MRPS14" "MRPS15"
## [9081] "MRPS16" "MRPS17"
## [9083] "MRPS18A" "MRPS18B"
## [9085] "MRPS18C" "MRPS2"
## [9087] "MRPS21" "MRPS22"
## [9089] "MRPS23" "MRPS24"
## [9091] "MRPS25" "MRPS26"
## [9093] "MRPS27" "MRPS28"
## [9095] "MRPS30" "MRPS31"
## [9097] "MRPS31P5" "MRPS33"
## [9099] "MRPS34" "MRPS35"
## [9101] "MRPS36" "MRPS5"
## [9103] "MRPS6" "MRPS7"
## [9105] "MRPS9" "MRRF"
## [9107] "MRS2" "MRTO4"
## [9109] "MS4A1" "MS4A14"
## [9111] "MS4A2" "MS4A3"
## [9113] "MS4A4A" "MS4A6A"
## [9115] "MSANTD1" "MSANTD2"
## [9117] "MSANTD3" "MSANTD4"
## [9119] "MSC" "MSH2"
## [9121] "MSH3" "MSH4"
## [9123] "MSH5" "MSH5-SAPCD1"
## [9125] "MSH6" "MSI1"
## [9127] "MSI2" "MSL1"
## [9129] "MSL2" "MSL3"
## [9131] "MSL3P1" "MSLN"
## [9133] "MSMB" "MSMO1"
## [9135] "MSMP" "MSN"
## [9137] "MSR1" "MSRA"
## [9139] "MSRB1" "MSRB2"
## [9141] "MSRB3" "MSS51"
## [9143] "MST1" "MST1L"
## [9145] "MST1P2" "MST1R"
## [9147] "MSTN" "MSTO1"
## [9149] "MSTO2P" "MSX1"
## [9151] "MSX2" "MSX2P1"
## [9153] "MT1A" "MT1DP"
## [9155] "MT1E" "MT1F"
## [9157] "MT1G" "MT1H"
## [9159] "MT1L" "MT1M"
## [9161] "MT1X" "MT2A"
## [9163] "MT3" "MTA1"
## [9165] "MTA2" "MTA3"
## [9167] "MTAP" "MTBP"
## [9169] "MTCH1" "MTCH2"
## [9171] "MTCP1" "MTDH"
## [9173] "MTF1" "MTF2"
## [9175] "MTFMT" "MTFP1"
## [9177] "MTFR1" "MTFR1L"
## [9179] "MTFR2" "MTG1"
## [9181] "MTHFD1" "MTHFD1L"
## [9183] "MTHFD2" "MTHFD2L"
## [9185] "MTHFR" "MTHFS"
## [9187] "MTHFSD" "MTIF2"
## [9189] "MTIF3" "MTM1"
## [9191] "MTMR1" "MTMR10"
## [9193] "MTMR11" "MTMR12"
## [9195] "MTMR14" "MTMR2"
## [9197] "MTMR3" "MTMR4"
## [9199] "MTMR6" "MTMR7"
## [9201] "MTMR8" "MTMR9"
## [9203] "MTMR9LP" "MTNR1A"
## [9205] "MTO1" "MTOR"
## [9207] "MTOR-AS1" "MTPAP"
## [9209] "MTPN" "MTR"
## [9211] "MTRF1" "MTRF1L"
## [9213] "MTRNR2L1" "MTRNR2L2"
## [9215] "MTRNR2L3" "MTRNR2L4"
## [9217] "MTRNR2L6" "MTRNR2L8"
## [9219] "MTRR" "MTSS1"
## [9221] "MTTP" "MTUS1"
## [9223] "MTUS2" "MTUS2-AS1"
## [9225] "MTX1" "MTX2"
## [9227] "MTX3" "MUC1"
## [9229] "MUC12" "MUC13"
## [9231] "MUC15" "MUC16"
## [9233] "MUC2" "MUC20"
## [9235] "MUC21" "MUC4"
## [9237] "MUC5B" "MUC6"
## [9239] "MUCL1" "MUL1"
## [9241] "MUS81" "MUSK"
## [9243] "MUSTN1" "MUTYH"
## [9245] "MVB12A" "MVB12B"
## [9247] "MVD" "MVK"
## [9249] "MVP" "MX1"
## [9251] "MX2" "MXD1"
## [9253] "MXD3" "MXD4"
## [9255] "MXI1" "MXRA5"
## [9257] "MXRA7" "MXRA8"
## [9259] "MYADM" "MYADML2"
## [9261] "MYB" "MYBBP1A"
## [9263] "MYBL1" "MYBL2"
## [9265] "MYBPC1" "MYBPC2"
## [9267] "MYBPC3" "MYBPH"
## [9269] "MYBPHL" "MYC"
## [9271] "MYCBP" "MYCBP2"
## [9273] "MYCBP2-AS1" "MYCBPAP"
## [9275] "MYCN" "MYCNOS"
## [9277] "MYCT1" "MYD88"
## [9279] "MYEF2" "MYEOV"
## [9281] "MYH10" "MYH11"
## [9283] "MYH14" "MYH15"
## [9285] "MYH16" "MYH3"
## [9287] "MYH6" "MYH7"
## [9289] "MYH7B" "MYH9"
## [9291] "MYL12A" "MYL12B"
## [9293] "MYL3" "MYL4"
## [9295] "MYL5" "MYL6"
## [9297] "MYL6B" "MYL9"
## [9299] "MYLIP" "MYLK"
## [9301] "MYLK-AS1" "MYLK2"
## [9303] "MYLK3" "MYLK4"
## [9305] "MYLPF" "MYNN"
## [9307] "MYO10" "MYO15A"
## [9309] "MYO15B" "MYO16"
## [9311] "MYO16-AS1" "MYO18A"
## [9313] "MYO18B" "MYO19"
## [9315] "MYO1A" "MYO1B"
## [9317] "MYO1C" "MYO1D"
## [9319] "MYO1E" "MYO1F"
## [9321] "MYO1G" "MYO1H"
## [9323] "MYO3A" "MYO3B"
## [9325] "MYO5A" "MYO5B"
## [9327] "MYO5C" "MYO6"
## [9329] "MYO7A" "MYO7B"
## [9331] "MYO9A" "MYO9B"
## [9333] "MYOCD" "MYOD1"
## [9335] "MYOF" "MYOM1"
## [9337] "MYOM2" "MYOM3"
## [9339] "MYOT" "MYOZ1"
## [9341] "MYOZ2" "MYOZ3"
## [9343] "MYPN" "MYPOP"
## [9345] "MYRF" "MYRIP"
## [9347] "MYSM1" "MYT1"
## [9349] "MYT1L" "MYZAP"
## [9351] "MZB1" "MZF1"
## [9353] "MZT1" "MZT2A"
## [9355] "MZT2B" "N4BP1"
## [9357] "N4BP2" "N4BP2L1"
## [9359] "N4BP2L2" "N4BP2L2-IT2"
## [9361] "N4BP3" "N6AMT1"
## [9363] "NAA10" "NAA15"
## [9365] "NAA16" "NAA20"
## [9367] "NAA25" "NAA30"
## [9369] "NAA35" "NAA38"
## [9371] "NAA40" "NAA50"
## [9373] "NAA60" "NAAA"
## [9375] "NAALAD2" "NAALADL1"
## [9377] "NAALADL2" "NAB1"
## [9379] "NAB2" "NABP1"
## [9381] "NABP2" "NACA"
## [9383] "NACA2" "NACAD"
## [9385] "NACC1" "NACC2"
## [9387] "NADK" "NADSYN1"
## [9389] "NAE1" "NAF1"
## [9391] "NAGA" "NAGK"
## [9393] "NAGLU" "NAGPA"
## [9395] "NAGPA-AS1" "NAGS"
## [9397] "NAIF1" "NAIP"
## [9399] "NALCN" "NALCN-AS1"
## [9401] "NAMPT" "NANOG"
## [9403] "NANOS1" "NANOS3"
## [9405] "NANP" "NANS"
## [9407] "NAP1L1" "NAP1L2"
## [9409] "NAP1L3" "NAP1L4"
## [9411] "NAP1L5" "NAPA"
## [9413] "NAPA-AS1" "NAPB"
## [9415] "NAPEPLD" "NAPG"
## [9417] "NAPSA" "NAPSB"
## [9419] "NARF" "NARS2"
## [9421] "NASP" "NAT1"
## [9423] "NAT10" "NAT14"
## [9425] "NAT16" "NAT2"
## [9427] "NAT8" "NAT8B"
## [9429] "NAT8L" "NAT9"
## [9431] "NAV1" "NAV2"
## [9433] "NAV3" "NBAS"
## [9435] "NBEA" "NBEAL1"
## [9437] "NBEAL2" "NBEAP1"
## [9439] "NBL1" "NBN"
## [9441] "NBPF1" "NBPF10"
## [9443] "NBPF11" "NBPF14"
## [9445] "NBPF15" "NBPF3"
## [9447] "NBPF4" "NBPF9"
## [9449] "NBR1" "NBR2"
## [9451] "NCALD" "NCAM1"
## [9453] "NCAM2" "NCAN"
## [9455] "NCAPD2" "NCAPD3"
## [9457] "NCAPG" "NCAPG2"
## [9459] "NCAPH" "NCAPH2"
## [9461] "NCBP1" "NCBP2"
## [9463] "NCCRP1" "NCDN"
## [9465] "NCEH1" "NCF1"
## [9467] "NCF1B" "NCF1C"
## [9469] "NCF2" "NCF4"
## [9471] "NCK1" "NCK2"
## [9473] "NCKAP1" "NCKAP1L"
## [9475] "NCKAP5" "NCKAP5L"
## [9477] "NCKIPSD" "NCL"
## [9479] "NCLN" "NCMAP"
## [9481] "NCOA1" "NCOA2"
## [9483] "NCOA3" "NCOA4"
## [9485] "NCOA5" "NCOA6"
## [9487] "NCOA7" "NCOR1"
## [9489] "NCOR1P1" "NCOR2"
## [9491] "NCR1" "NCR3"
## [9493] "NCR3LG1" "NCS1"
## [9495] "NCSTN" "NDC80"
## [9497] "NDE1" "NDEL1"
## [9499] "NDFIP1" "NDFIP2"
## [9501] "NDNF" "NDOR1"
## [9503] "NDP" "NDRG1"
## [9505] "NDRG2" "NDRG3"
## [9507] "NDRG4" "NDST1"
## [9509] "NDST2" "NDST3"
## [9511] "NDUFA1" "NDUFA10"
## [9513] "NDUFA11" "NDUFA12"
## [9515] "NDUFA13" "NDUFA2"
## [9517] "NDUFA3" "NDUFA4"
## [9519] "NDUFA4L2" "NDUFA5"
## [9521] "NDUFA6" "NDUFA7"
## [9523] "NDUFA8" "NDUFA9"
## [9525] "NDUFAB1" "NDUFAF1"
## [9527] "NDUFAF2" "NDUFAF3"
## [9529] "NDUFAF4" "NDUFAF4P1"
## [9531] "NDUFAF5" "NDUFAF6"
## [9533] "NDUFAF7" "NDUFB1"
## [9535] "NDUFB10" "NDUFB11"
## [9537] "NDUFB2" "NDUFB2-AS1"
## [9539] "NDUFB3" "NDUFB4"
## [9541] "NDUFB5" "NDUFB6"
## [9543] "NDUFB7" "NDUFB8"
## [9545] "NDUFB9" "NDUFC1"
## [9547] "NDUFC2" "NDUFS1"
## [9549] "NDUFS2" "NDUFS3"
## [9551] "NDUFS4" "NDUFS5"
## [9553] "NDUFS6" "NDUFS7"
## [9555] "NDUFS8" "NDUFV1"
## [9557] "NDUFV2" "NDUFV3"
## [9559] "NEAT1" "NEB"
## [9561] "NEBL" "NEBL-AS1"
## [9563] "NECAB1" "NECAB2"
## [9565] "NECAB3" "NECAP1"
## [9567] "NECAP2" "NEDD1"
## [9569] "NEDD4" "NEDD4L"
## [9571] "NEDD8" "NEDD9"
## [9573] "NEFH" "NEFL"
## [9575] "NEFM" "NEGR1"
## [9577] "NEIL1" "NEIL2"
## [9579] "NEIL3" "NEK1"
## [9581] "NEK10" "NEK11"
## [9583] "NEK2" "NEK3"
## [9585] "NEK4" "NEK5"
## [9587] "NEK6" "NEK7"
## [9589] "NEK8" "NEK9"
## [9591] "NELFA" "NELFB"
## [9593] "NELFCD" "NELFE"
## [9595] "NELL2" "NEMF"
## [9597] "NENF" "NEO1"
## [9599] "NES" "NET1"
## [9601] "NETO1" "NETO2"
## [9603] "NEU1" "NEU3"
## [9605] "NEU4" "NEURL1B"
## [9607] "NEURL2" "NEURL3"
## [9609] "NEURL4" "NEUROD2"
## [9611] "NEUROG3" "NEXN"
## [9613] "NF1" "NF2"
## [9615] "NFAM1" "NFASC"
## [9617] "NFAT5" "NFATC1"
## [9619] "NFATC2" "NFATC2IP"
## [9621] "NFATC3" "NFATC4"
## [9623] "NFE2" "NFE2L1"
## [9625] "NFE2L2" "NFE2L3"
## [9627] "NFIA" "NFIB"
## [9629] "NFIC" "NFIL3"
## [9631] "NFIX" "NFKB1"
## [9633] "NFKB2" "NFKBIA"
## [9635] "NFKBIB" "NFKBID"
## [9637] "NFKBIE" "NFKBIL1"
## [9639] "NFKBIZ" "NFRKB"
## [9641] "NFS1" "NFU1"
## [9643] "NFX1" "NFXL1"
## [9645] "NFYA" "NFYB"
## [9647] "NFYC" "NGDN"
## [9649] "NGEF" "NGF"
## [9651] "NGFR" "NGLY1"
## [9653] "NGRN" "NHEJ1"
## [9655] "NHLH1" "NHLRC1"
## [9657] "NHLRC2" "NHLRC3"
## [9659] "NHLRC4" "NHP2"
## [9661] "NHS" "NHSL1"
## [9663] "NHSL2" "NICN1"
## [9665] "NID1" "NID2"
## [9667] "NIF3L1" "NIN"
## [9669] "NINJ1" "NINJ2"
## [9671] "NINL" "NIP7"
## [9673] "NIPA1" "NIPA2"
## [9675] "NIPAL1" "NIPAL2"
## [9677] "NIPAL3" "NIPAL4"
## [9679] "NIPBL" "NIPSNAP1"
## [9681] "NIPSNAP3A" "NIPSNAP3B"
## [9683] "NISCH" "NIT1"
## [9685] "NIT2" "NKAIN1"
## [9687] "NKAIN2" "NKAIN3"
## [9689] "NKAIN4" "NKAP"
## [9691] "NKAPL" "NKAPP1"
## [9693] "NKD1" "NKD2"
## [9695] "NKG7" "NKIRAS1"
## [9697] "NKIRAS2" "NKPD1"
## [9699] "NKRF" "NKTR"
## [9701] "NKX2-1" "NKX2-3"
## [9703] "NKX2-5" "NKX2-8"
## [9705] "NKX3-1" "NKX3-2"
## [9707] "NKX6-1" "NKX6-3"
## [9709] "NLE1" "NLGN1"
## [9711] "NLGN2" "NLGN3"
## [9713] "NLGN4X" "NLGN4Y"
## [9715] "NLK" "NLN"
## [9717] "NLRC3" "NLRC4"
## [9719] "NLRC5" "NLRP1"
## [9721] "NLRP10" "NLRP11"
## [9723] "NLRP12" "NLRP14"
## [9725] "NLRP2" "NLRP3"
## [9727] "NLRP4" "NLRP6"
## [9729] "NLRP7" "NLRP9"
## [9731] "NLRX1" "NMB"
## [9733] "NMD3" "NME1"
## [9735] "NME1-NME2" "NME2"
## [9737] "NME3" "NME4"
## [9739] "NME5" "NME6"
## [9741] "NME7" "NME8"
## [9743] "NME9" "NMI"
## [9745] "NMNAT1" "NMNAT2"
## [9747] "NMNAT3" "NMRAL1"
## [9749] "NMRK1" "NMRK2"
## [9751] "NMT1" "NMT2"
## [9753] "NMU" "NMUR1"
## [9755] "NMUR2" "NNAT"
## [9757] "NNMT" "NNT"
## [9759] "NOA1" "NOB1"
## [9761] "NOC2L" "NOC3L"
## [9763] "NOC4L" "NOD1"
## [9765] "NOD2" "NODAL"
## [9767] "NOG" "NOL10"
## [9769] "NOL11" "NOL12"
## [9771] "NOL3" "NOL6"
## [9773] "NOL7" "NOL8"
## [9775] "NOL9" "NOLC1"
## [9777] "NOM1" "NOMO1"
## [9779] "NOMO2" "NOMO3"
## [9781] "NONO" "NOP10"
## [9783] "NOP14" "NOP14-AS1"
## [9785] "NOP16" "NOP2"
## [9787] "NOP56" "NOP58"
## [9789] "NOP9" "NOS1"
## [9791] "NOS1AP" "NOS2"
## [9793] "NOS3" "NOSIP"
## [9795] "NOSTRIN" "NOTCH1"
## [9797] "NOTCH2" "NOTCH3"
## [9799] "NOTCH4" "NOTO"
## [9801] "NOTUM" "NOVA1"
## [9803] "NOVA2" "NOX1"
## [9805] "NOX5" "NOXA1"
## [9807] "NOXO1" "NOXRED1"
## [9809] "NPAS1" "NPAS2"
## [9811] "NPAS3" "NPAT"
## [9813] "NPB" "NPBWR1"
## [9815] "NPC1" "NPC1L1"
## [9817] "NPC2" "NPDC1"
## [9819] "NPEPL1" "NPEPPS"
## [9821] "NPFF" "NPFFR1"
## [9823] "NPFFR2" "NPHP1"
## [9825] "NPHP3" "NPHP3-ACAD11"
## [9827] "NPHP3-AS1" "NPHP4"
## [9829] "NPHS1" "NPL"
## [9831] "NPLOC4" "NPM1"
## [9833] "NPM2" "NPM3"
## [9835] "NPNT" "NPPA"
## [9837] "NPPB" "NPPC"
## [9839] "NPR1" "NPR2"
## [9841] "NPR3" "NPRL2"
## [9843] "NPRL3" "NPSR1-AS1"
## [9845] "NPTN" "NPTX1"
## [9847] "NPTX2" "NPTXR"
## [9849] "NPW" "NPY1R"
## [9851] "NPY2R" "NPY5R"
## [9853] "NPY6R" "NQO1"
## [9855] "NQO2" "NR0B1"
## [9857] "NR0B2" "NR1D1"
## [9859] "NR1D2" "NR1H2"
## [9861] "NR1H3" "NR1H4"
## [9863] "NR1I2" "NR1I3"
## [9865] "NR2C1" "NR2C2"
## [9867] "NR2C2AP" "NR2E1"
## [9869] "NR2E3" "NR2F1"
## [9871] "NR2F2" "NR2F6"
## [9873] "NR3C1" "NR3C2"
## [9875] "NR4A1" "NR4A2"
## [9877] "NR4A3" "NR5A1"
## [9879] "NR5A2" "NR6A1"
## [9881] "NRADDP" "NRAP"
## [9883] "NRARP" "NRAS"
## [9885] "NRBF2" "NRBP1"
## [9887] "NRBP2" "NRCAM"
## [9889] "NRDE2" "NREP"
## [9891] "NRF1" "NRG1"
## [9893] "NRG2" "NRG3"
## [9895] "NRG4" "NRGN"
## [9897] "NRIP1" "NRIP2"
## [9899] "NRIP3" "NRL"
## [9901] "NRM" "NRN1"
## [9903] "NRN1L" "NRP1"
## [9905] "NRP2" "NRSN2"
## [9907] "NRTN" "NRXN1"
## [9909] "NRXN2" "NRXN3"
## [9911] "NSA2" "NSD1"
## [9913] "NSDHL" "NSF"
## [9915] "NSFL1C" "NSFP1"
## [9917] "NSG1" "NSL1"
## [9919] "NSMAF" "NSMCE1"
## [9921] "NSMCE2" "NSMCE4A"
## [9923] "NSMF" "NSRP1"
## [9925] "NSUN2" "NSUN3"
## [9927] "NSUN4" "NSUN5"
## [9929] "NSUN5P1" "NSUN5P2"
## [9931] "NSUN6" "NSUN7"
## [9933] "NT5C" "NT5C1A"
## [9935] "NT5C1B" "NT5C2"
## [9937] "NT5C3B" "NT5DC1"
## [9939] "NT5DC2" "NT5DC3"
## [9941] "NT5E" "NT5M"
## [9943] "NTAN1" "NTF4"
## [9945] "NTHL1" "NTM"
## [9947] "NTMT1" "NTN1"
## [9949] "NTN3" "NTN4"
## [9951] "NTN5" "NTNG1"
## [9953] "NTNG2" "NTPCR"
## [9955] "NTRK1" "NTRK2"
## [9957] "NTRK3" "NTS"
## [9959] "NTSR1" "NUAK1"
## [9961] "NUAK2" "NUB1"
## [9963] "NUBP1" "NUBP2"
## [9965] "NUBPL" "NUCB1"
## [9967] "NUCB2" "NUCKS1"
## [9969] "NUDC" "NUDCD1"
## [9971] "NUDCD2" "NUDCD3"
## [9973] "NUDT1" "NUDT10"
## [9975] "NUDT11" "NUDT12"
## [9977] "NUDT13" "NUDT14"
## [9979] "NUDT15" "NUDT16"
## [9981] "NUDT16L1" "NUDT16P1"
## [9983] "NUDT17" "NUDT18"
## [9985] "NUDT19" "NUDT2"
## [9987] "NUDT21" "NUDT22"
## [9989] "NUDT3" "NUDT4"
## [9991] "NUDT5" "NUDT6"
## [9993] "NUDT7" "NUDT8"
## [9995] "NUDT9" "NUDT9P1"
## [9997] "NUF2" "NUFIP1"
## [9999] "NUFIP2" "NUGGC"
## [10001] "NUMA1" "NUMB"
## [10003] "NUMBL" "NUP107"
## [10005] "NUP133" "NUP153"
## [10007] "NUP155" "NUP160"
## [10009] "NUP188" "NUP205"
## [10011] "NUP210" "NUP210L"
## [10013] "NUP214" "NUP35"
## [10015] "NUP37" "NUP43"
## [10017] "NUP50" "NUP54"
## [10019] "NUP62" "NUP62CL"
## [10021] "NUP85" "NUP88"
## [10023] "NUP93" "NUP98"
## [10025] "NUPR1" "NUS1"
## [10027] "NUSAP1" "NUTF2"
## [10029] "NVL" "NWD1"
## [10031] "NXF1" "NXF3"
## [10033] "NXF5" "NXN"
## [10035] "NXNL2" "NXPE2"
## [10037] "NXPE3" "NXPH1"
## [10039] "NXPH2" "NXPH3"
## [10041] "NXPH4" "NXT1"
## [10043] "NXT2" "NYAP1"
## [10045] "NYAP2" "NYNRIN"
## [10047] "OAF" "OARD1"
## [10049] "OAS1" "OAS2"
## [10051] "OAS3" "OASL"
## [10053] "OAT" "OAZ1"
## [10055] "OAZ2" "OAZ3"
## [10057] "OBSCN" "OBSL1"
## [10059] "OCA2" "OCEL1"
## [10061] "OCIAD1" "OCIAD2"
## [10063] "OCLN" "OCM"
## [10065] "OCRL" "ODAM"
## [10067] "ODC1" "ODF2"
## [10069] "ODF2L" "ODF3"
## [10071] "ODF3B" "ODF3L1"
## [10073] "ODF3L2" "OFD1"
## [10075] "OGDH" "OGDHL"
## [10077] "OGFOD1" "OGFOD2"
## [10079] "OGFOD3" "OGFR"
## [10081] "OGFRL1" "OGG1"
## [10083] "OGN" "OGT"
## [10085] "OIP5" "OIP5-AS1"
## [10087] "OIT3" "OLA1"
## [10089] "OLAH" "OLFM1"
## [10091] "OLFM2" "OLFM4"
## [10093] "OLFML1" "OLFML2A"
## [10095] "OLFML2B" "OLFML3"
## [10097] "OLIG1" "OLIG2"
## [10099] "OLR1" "OMA1"
## [10101] "OMD" "OMG"
## [10103] "OMP" "ONECUT1"
## [10105] "ONECUT2" "OOEP"
## [10107] "OPA1" "OPA1-AS1"
## [10109] "OPA3" "OPHN1"
## [10111] "OPLAH" "OPN1SW"
## [10113] "OPN3" "OPRD1"
## [10115] "OPRK1" "OPRL1"
## [10117] "OPRM1" "OPTN"
## [10119] "OR10AD1" "OR10G2"
## [10121] "OR10V2P" "OR10Z1"
## [10123] "OR13A1" "OR1B1"
## [10125] "OR1F1" "OR1F2P"
## [10127] "OR1J1" "OR1J2"
## [10129] "OR1J4" "OR1K1"
## [10131] "OR1L8" "OR1Q1"
## [10133] "OR2A1" "OR2A20P"
## [10135] "OR2A4" "OR2A42"
## [10137] "OR2A7" "OR2A9P"
## [10139] "OR2AE1" "OR2AK2"
## [10141] "OR2B11" "OR2B6"
## [10143] "OR2C1" "OR2C3"
## [10145] "OR2L13" "OR2L1P"
## [10147] "OR2L2" "OR2L3"
## [10149] "OR2L5" "OR2T8"
## [10151] "OR2W3" "OR3A2"
## [10153] "OR3A3" "OR4C6"
## [10155] "OR4D1" "OR4X2"
## [10157] "OR51B5" "OR51E1"
## [10159] "OR51E2" "OR52B4"
## [10161] "OR52B6" "OR52H1"
## [10163] "OR52I1" "OR52I2"
## [10165] "OR52K1" "OR52K2"
## [10167] "OR52N2" "OR52N4"
## [10169] "OR52W1" "OR56A1"
## [10171] "OR56B1" "OR56B4"
## [10173] "OR5AU1" "OR5B12"
## [10175] "OR5B2" "OR5B21"
## [10177] "OR5K2" "OR6K3"
## [10179] "OR6N1" "OR6N2"
## [10181] "OR7C1" "OR7D2"
## [10183] "OR7E14P" "OR7E2P"
## [10185] "OR7E91P" "OR8G5"
## [10187] "ORAI1" "ORAI2"
## [10189] "ORAI3" "ORC1"
## [10191] "ORC2" "ORC3"
## [10193] "ORC4" "ORC5"
## [10195] "ORC6" "ORM1"
## [10197] "ORM2" "ORMDL1"
## [10199] "ORMDL2" "ORMDL3"
## [10201] "OS9" "OSBP"
## [10203] "OSBP2" "OSBPL10"
## [10205] "OSBPL10-AS1" "OSBPL11"
## [10207] "OSBPL1A" "OSBPL2"
## [10209] "OSBPL3" "OSBPL5"
## [10211] "OSBPL6" "OSBPL7"
## [10213] "OSBPL8" "OSBPL9"
## [10215] "OSCAR" "OSCP1"
## [10217] "OSGEP" "OSGEPL1"
## [10219] "OSGIN1" "OSGIN2"
## [10221] "OSM" "OSMR"
## [10223] "OSR1" "OSR2"
## [10225] "OST4" "OSTC"
## [10227] "OSTF1" "OSTM1"
## [10229] "OSTN" "OTOA"
## [10231] "OTOF" "OTOGL"
## [10233] "OTOP2" "OTP"
## [10235] "OTUB1" "OTUB2"
## [10237] "OTUD1" "OTUD3"
## [10239] "OTUD4" "OTUD5"
## [10241] "OTUD6B" "OTUD7A"
## [10243] "OTUD7B" "OTX1"
## [10245] "OVCA2" "OVCH1"
## [10247] "OVGP1" "OVOL1"
## [10249] "OVOL2" "OVOL3"
## [10251] "OXA1L" "OXCT1"
## [10253] "OXCT2" "OXER1"
## [10255] "OXGR1" "OXLD1"
## [10257] "OXNAD1" "OXR1"
## [10259] "OXSM" "OXSR1"
## [10261] "OXT" "OXTR"
## [10263] "P2RX1" "P2RX2"
## [10265] "P2RX3" "P2RX4"
## [10267] "P2RX5" "P2RX5-TAX1BP3"
## [10269] "P2RX6" "P2RX6P"
## [10271] "P2RX7" "P2RY1"
## [10273] "P2RY10" "P2RY11"
## [10275] "P2RY12" "P2RY13"
## [10277] "P2RY14" "P2RY2"
## [10279] "P2RY4" "P2RY6"
## [10281] "P4HA1" "P4HA2"
## [10283] "P4HA3" "P4HB"
## [10285] "P4HTM" "PA2G4"
## [10287] "PA2G4P4" "PAAF1"
## [10289] "PABPC1" "PABPC1L"
## [10291] "PABPC3" "PABPC4"
## [10293] "PABPC4L" "PABPN1"
## [10295] "PABPN1L" "PACRG"
## [10297] "PACRG-AS1" "PACRGL"
## [10299] "PACS1" "PACS2"
## [10301] "PACSIN1" "PACSIN2"
## [10303] "PACSIN3" "PADI1"
## [10305] "PADI2" "PADI3"
## [10307] "PADI4" "PADI6"
## [10309] "PAEP" "PAF1"
## [10311] "PAFAH1B1" "PAFAH1B2"
## [10313] "PAFAH1B3" "PAFAH2"
## [10315] "PAG1" "PAGE1"
## [10317] "PAGE2" "PAGE2B"
## [10319] "PAGE5" "PAGR1"
## [10321] "PAH" "PAICS"
## [10323] "PAIP1" "PAIP2"
## [10325] "PAIP2B" "PAK1"
## [10327] "PAK1IP1" "PAK2"
## [10329] "PAK3" "PAK4"
## [10331] "PAK6" "PALB2"
## [10333] "PALD1" "PALLD"
## [10335] "PALM" "PALM3"
## [10337] "PALMD" "PAM"
## [10339] "PAM16" "PAMR1"
## [10341] "PAN2" "PAN3"
## [10343] "PAN3-AS1" "PANK1"
## [10345] "PANK2" "PANK3"
## [10347] "PANK4" "PANX1"
## [10349] "PANX2" "PAOX"
## [10351] "PAPLN" "PAPOLA"
## [10353] "PAPOLB" "PAPOLG"
## [10355] "PAPPA" "PAPPA2"
## [10357] "PAPSS1" "PAPSS2"
## [10359] "PAQR3" "PAQR4"
## [10361] "PAQR5" "PAQR6"
## [10363] "PAQR7" "PAQR8"
## [10365] "PAQR9" "PARD3"
## [10367] "PARD3B" "PARD6A"
## [10369] "PARD6B" "PARD6G"
## [10371] "PARD6G-AS1" "PARG"
## [10373] "PARK7" "PARL"
## [10375] "PARM1" "PARN"
## [10377] "PARP1" "PARP10"
## [10379] "PARP11" "PARP12"
## [10381] "PARP14" "PARP15"
## [10383] "PARP16" "PARP2"
## [10385] "PARP3" "PARP4"
## [10387] "PARP6" "PARP8"
## [10389] "PARP9" "PARPBP"
## [10391] "PARS2" "PART1"
## [10393] "PARVA" "PARVB"
## [10395] "PARVG" "PASK"
## [10397] "PATL1" "PATL2"
## [10399] "PATZ1" "PAWR"
## [10401] "PAX2" "PAX5"
## [10403] "PAX6" "PAX7"
## [10405] "PAX8" "PAX9"
## [10407] "PAXBP1" "PAXBP1-AS1"
## [10409] "PAXIP1" "PBDC1"
## [10411] "PBK" "PBLD"
## [10413] "PBRM1" "PBX1"
## [10415] "PBX2" "PBX3"
## [10417] "PBX4" "PBXIP1"
## [10419] "PC" "PCA3"
## [10421] "PCAT1" "PCBD1"
## [10423] "PCBD2" "PCBP1"
## [10425] "PCBP1-AS1" "PCBP2"
## [10427] "PCBP3" "PCBP4"
## [10429] "PCCA" "PCCA-AS1"
## [10431] "PCCB" "PCDH1"
## [10433] "PCDH10" "PCDH12"
## [10435] "PCDH17" "PCDH18"
## [10437] "PCDH19" "PCDH7"
## [10439] "PCDH9" "PCDHA1"
## [10441] "PCDHA10" "PCDHA11"
## [10443] "PCDHA12" "PCDHA13"
## [10445] "PCDHA2" "PCDHA3"
## [10447] "PCDHA4" "PCDHA5"
## [10449] "PCDHA6" "PCDHA7"
## [10451] "PCDHA8" "PCDHA9"
## [10453] "PCDHAC1" "PCDHAC2"
## [10455] "PCDHB10" "PCDHB11"
## [10457] "PCDHB12" "PCDHB13"
## [10459] "PCDHB14" "PCDHB15"
## [10461] "PCDHB16" "PCDHB19P"
## [10463] "PCDHB2" "PCDHB3"
## [10465] "PCDHB4" "PCDHB5"
## [10467] "PCDHB6" "PCDHB7"
## [10469] "PCDHB8" "PCDHB9"
## [10471] "PCDHGA1" "PCDHGA10"
## [10473] "PCDHGA11" "PCDHGA12"
## [10475] "PCDHGA2" "PCDHGA3"
## [10477] "PCDHGA4" "PCDHGA5"
## [10479] "PCDHGA6" "PCDHGA7"
## [10481] "PCDHGA8" "PCDHGA9"
## [10483] "PCDHGB1" "PCDHGB2"
## [10485] "PCDHGB3" "PCDHGB4"
## [10487] "PCDHGB5" "PCDHGB6"
## [10489] "PCDHGB7" "PCDHGB8P"
## [10491] "PCDHGC3" "PCDHGC4"
## [10493] "PCDHGC5" "PCED1A"
## [10495] "PCED1B" "PCED1B-AS1"
## [10497] "PCF11" "PCGF1"
## [10499] "PCGF2" "PCGF3"
## [10501] "PCGF5" "PCGF6"
## [10503] "PCID2" "PCIF1"
## [10505] "PCK1" "PCK2"
## [10507] "PCLO" "PCM1"
## [10509] "PCMT1" "PCMTD1"
## [10511] "PCMTD2" "PCNA"
## [10513] "PCNP" "PCNT"
## [10515] "PCOLCE" "PCOLCE-AS1"
## [10517] "PCOLCE2" "PCP2"
## [10519] "PCP4L1" "PCSK1"
## [10521] "PCSK1N" "PCSK4"
## [10523] "PCSK5" "PCSK6"
## [10525] "PCSK7" "PCSK9"
## [10527] "PCTP" "PCYOX1"
## [10529] "PCYOX1L" "PCYT1A"
## [10531] "PCYT1B" "PCYT2"
## [10533] "PDAP1" "PDC"
## [10535] "PDCD1" "PDCD10"
## [10537] "PDCD11" "PDCD1LG2"
## [10539] "PDCD2" "PDCD2L"
## [10541] "PDCD4" "PDCD5"
## [10543] "PDCD6" "PDCD6IP"
## [10545] "PDCD7" "PDCL"
## [10547] "PDCL3" "PDCL3P4"
## [10549] "PDE10A" "PDE11A"
## [10551] "PDE12" "PDE1A"
## [10553] "PDE1B" "PDE1C"
## [10555] "PDE2A" "PDE3A"
## [10557] "PDE3B" "PDE4A"
## [10559] "PDE4B" "PDE4C"
## [10561] "PDE4D" "PDE4DIP"
## [10563] "PDE5A" "PDE6A"
## [10565] "PDE6B" "PDE6C"
## [10567] "PDE6D" "PDE6G"
## [10569] "PDE6H" "PDE7A"
## [10571] "PDE7B" "PDE8A"
## [10573] "PDE8B" "PDE9A"
## [10575] "PDF" "PDGFA"
## [10577] "PDGFB" "PDGFC"
## [10579] "PDGFD" "PDGFRA"
## [10581] "PDGFRB" "PDGFRL"
## [10583] "PDHA1" "PDHB"
## [10585] "PDHX" "PDIA2"
## [10587] "PDIA3" "PDIA4"
## [10589] "PDIA5" "PDIA6"
## [10591] "PDIK1L" "PDK1"
## [10593] "PDK2" "PDK3"
## [10595] "PDK4" "PDLIM1"
## [10597] "PDLIM2" "PDLIM3"
## [10599] "PDLIM4" "PDLIM5"
## [10601] "PDLIM7" "PDP1"
## [10603] "PDP2" "PDPK1"
## [10605] "PDPN" "PDPR"
## [10607] "PDRG1" "PDS5A"
## [10609] "PDS5B" "PDSS1"
## [10611] "PDSS2" "PDX1"
## [10613] "PDXDC1" "PDXK"
## [10615] "PDXP" "PDYN"
## [10617] "PDZD11" "PDZD2"
## [10619] "PDZD3" "PDZD4"
## [10621] "PDZD7" "PDZD8"
## [10623] "PDZK1" "PDZK1IP1"
## [10625] "PDZK1P1" "PDZRN3"
## [10627] "PDZRN4" "PEA15"
## [10629] "PEAK1" "PEAR1"
## [10631] "PEBP1" "PEBP4"
## [10633] "PECAM1" "PECR"
## [10635] "PEF1" "PEG10"
## [10637] "PEG3" "PELI1"
## [10639] "PELI2" "PELI3"
## [10641] "PELO" "PELP1"
## [10643] "PEMT" "PENK"
## [10645] "PEPD" "PER1"
## [10647] "PER2" "PER3"
## [10649] "PERP" "PES1"
## [10651] "PET100" "PET117"
## [10653] "PEX1" "PEX10"
## [10655] "PEX11A" "PEX11B"
## [10657] "PEX11G" "PEX12"
## [10659] "PEX13" "PEX14"
## [10661] "PEX16" "PEX19"
## [10663] "PEX2" "PEX26"
## [10665] "PEX3" "PEX5"
## [10667] "PEX5L" "PEX6"
## [10669] "PEX7" "PF4"
## [10671] "PF4V1" "PFAS"
## [10673] "PFDN1" "PFDN2"
## [10675] "PFDN4" "PFDN5"
## [10677] "PFDN6" "PFKFB1"
## [10679] "PFKFB2" "PFKFB3"
## [10681] "PFKFB4" "PFKL"
## [10683] "PFKM" "PFKP"
## [10685] "PFN1" "PFN1P2"
## [10687] "PFN2" "PFN4"
## [10689] "PGA3" "PGA5"
## [10691] "PGAM1" "PGAM1P5"
## [10693] "PGAM2" "PGAM4"
## [10695] "PGAM5" "PGAP1"
## [10697] "PGAP2" "PGAP3"
## [10699] "PGBD1" "PGBD2"
## [10701] "PGBD4" "PGBD5"
## [10703] "PGC" "PGD"
## [10705] "PGF" "PGGT1B"
## [10707] "PGK1" "PGLS"
## [10709] "PGLYRP1" "PGLYRP2"
## [10711] "PGLYRP4" "PGM1"
## [10713] "PGM2" "PGM2L1"
## [10715] "PGM3" "PGM5"
## [10717] "PGM5-AS1" "PGM5P2"
## [10719] "PGP" "PGPEP1"
## [10721] "PGPEP1L" "PGRMC1"
## [10723] "PGRMC2" "PGS1"
## [10725] "PHACTR1" "PHACTR2"
## [10727] "PHACTR3" "PHACTR4"
## [10729] "PHAX" "PHB"
## [10731] "PHB2" "PHC1"
## [10733] "PHC2" "PHC3"
## [10735] "PHEX" "PHF1"
## [10737] "PHF10" "PHF11"
## [10739] "PHF12" "PHF13"
## [10741] "PHF14" "PHF19"
## [10743] "PHF2" "PHF20"
## [10745] "PHF20L1" "PHF21A"
## [10747] "PHF21B" "PHF23"
## [10749] "PHF3" "PHF5A"
## [10751] "PHF6" "PHF7"
## [10753] "PHF8" "PHGDH"
## [10755] "PHGR1" "PHIP"
## [10757] "PHKA1" "PHKA2"
## [10759] "PHKA2-AS1" "PHKB"
## [10761] "PHKG1" "PHKG2"
## [10763] "PHLDA1" "PHLDA2"
## [10765] "PHLDA3" "PHLDB1"
## [10767] "PHLDB2" "PHLDB3"
## [10769] "PHLPP1" "PHLPP2"
## [10771] "PHOSPHO1" "PHOSPHO2"
## [10773] "PHOX2A" "PHPT1"
## [10775] "PHRF1" "PHTF1"
## [10777] "PHTF2" "PHYH"
## [10779] "PHYHD1" "PHYHIP"
## [10781] "PHYHIPL" "PI15"
## [10783] "PI16" "PI3"
## [10785] "PI4K2A" "PI4K2B"
## [10787] "PI4KA" "PI4KAP1"
## [10789] "PI4KAP2" "PI4KB"
## [10791] "PIANP" "PIAS1"
## [10793] "PIAS2" "PIAS3"
## [10795] "PIAS4" "PIBF1"
## [10797] "PICALM" "PICK1"
## [10799] "PID1" "PIEZO1"
## [10801] "PIEZO2" "PIF1"
## [10803] "PIFO" "PIGA"
## [10805] "PIGB" "PIGC"
## [10807] "PIGF" "PIGG"
## [10809] "PIGH" "PIGK"
## [10811] "PIGL" "PIGM"
## [10813] "PIGN" "PIGO"
## [10815] "PIGP" "PIGQ"
## [10817] "PIGR" "PIGS"
## [10819] "PIGT" "PIGU"
## [10821] "PIGV" "PIGW"
## [10823] "PIGX" "PIGZ"
## [10825] "PIH1D1" "PIH1D2"
## [10827] "PIK3AP1" "PIK3C2A"
## [10829] "PIK3C2B" "PIK3C2G"
## [10831] "PIK3C3" "PIK3CA"
## [10833] "PIK3CB" "PIK3CD"
## [10835] "PIK3CG" "PIK3IP1"
## [10837] "PIK3R1" "PIK3R2"
## [10839] "PIK3R3" "PIK3R4"
## [10841] "PIK3R5" "PIK3R6"
## [10843] "PIKFYVE" "PILRA"
## [10845] "PILRB" "PIM1"
## [10847] "PIM2" "PIM3"
## [10849] "PIN1" "PIN4"
## [10851] "PIN4P1" "PINK1"
## [10853] "PINLYP" "PIP"
## [10855] "PIP4K2A" "PIP4K2B"
## [10857] "PIP4K2C" "PIP5K1A"
## [10859] "PIP5K1B" "PIP5K1C"
## [10861] "PIP5K1P1" "PIP5KL1"
## [10863] "PIPOX" "PIPSL"
## [10865] "PIR" "PISD"
## [10867] "PITHD1" "PITPNA"
## [10869] "PITPNA-AS1" "PITPNB"
## [10871] "PITPNC1" "PITPNM1"
## [10873] "PITPNM2" "PITPNM3"
## [10875] "PITRM1" "PITRM1-AS1"
## [10877] "PITX1" "PITX2"
## [10879] "PITX3" "PIWIL2"
## [10881] "PIWIL4" "PJA1"
## [10883] "PJA2" "PKD1"
## [10885] "PKD1L1" "PKD1L2"
## [10887] "PKD1L3" "PKD1P1"
## [10889] "PKD2" "PKD2L1"
## [10891] "PKD2L2" "PKDCC"
## [10893] "PKDREJ" "PKHD1"
## [10895] "PKHD1L1" "PKIA"
## [10897] "PKIB" "PKIG"
## [10899] "PKLR" "PKM"
## [10901] "PKMYT1" "PKN1"
## [10903] "PKN2" "PKN3"
## [10905] "PKNOX1" "PKNOX2"
## [10907] "PKP1" "PKP2"
## [10909] "PKP3" "PKP4"
## [10911] "PLA1A" "PLA2G10"
## [10913] "PLA2G12A" "PLA2G12B"
## [10915] "PLA2G15" "PLA2G1B"
## [10917] "PLA2G2A" "PLA2G2C"
## [10919] "PLA2G2D" "PLA2G4A"
## [10921] "PLA2G4B" "PLA2G4C"
## [10923] "PLA2G4E" "PLA2G4F"
## [10925] "PLA2G6" "PLA2G7"
## [10927] "PLA2R1" "PLAA"
## [10929] "PLAC1" "PLAC4"
## [10931] "PLAC8" "PLAC8L1"
## [10933] "PLAC9" "PLAG1"
## [10935] "PLAGL1" "PLAGL2"
## [10937] "PLAT" "PLAU"
## [10939] "PLAUR" "PLB1"
## [10941] "PLBD1" "PLBD2"
## [10943] "PLCB1" "PLCB2"
## [10945] "PLCB3" "PLCB4"
## [10947] "PLCD1" "PLCD3"
## [10949] "PLCD4" "PLCE1"
## [10951] "PLCG1" "PLCG2"
## [10953] "PLCH1" "PLCH2"
## [10955] "PLCL1" "PLCL2"
## [10957] "PLCXD1" "PLCXD2"
## [10959] "PLCXD3" "PLD1"
## [10961] "PLD2" "PLD3"
## [10963] "PLD4" "PLD5"
## [10965] "PLD6" "PLEC"
## [10967] "PLEK" "PLEK2"
## [10969] "PLEKHA1" "PLEKHA2"
## [10971] "PLEKHA3" "PLEKHA4"
## [10973] "PLEKHA5" "PLEKHA6"
## [10975] "PLEKHA7" "PLEKHA8"
## [10977] "PLEKHA8P1" "PLEKHB1"
## [10979] "PLEKHB2" "PLEKHD1"
## [10981] "PLEKHF1" "PLEKHF2"
## [10983] "PLEKHG1" "PLEKHG2"
## [10985] "PLEKHG3" "PLEKHG4B"
## [10987] "PLEKHG5" "PLEKHG6"
## [10989] "PLEKHG7" "PLEKHH1"
## [10991] "PLEKHH2" "PLEKHH3"
## [10993] "PLEKHJ1" "PLEKHM1"
## [10995] "PLEKHM2" "PLEKHM3"
## [10997] "PLEKHN1" "PLEKHO1"
## [10999] "PLEKHO2" "PLEKHS1"
## [11001] "PLGLB1" "PLGLB2"
## [11003] "PLGRKT" "PLIN1"
## [11005] "PLIN2" "PLIN3"
## [11007] "PLIN4" "PLIN5"
## [11009] "PLK1" "PLK2"
## [11011] "PLK3" "PLK4"
## [11013] "PLLP" "PLN"
## [11015] "PLOD1" "PLOD2"
## [11017] "PLOD3" "PLP1"
## [11019] "PLP2" "PLRG1"
## [11021] "PLS1" "PLS3"
## [11023] "PLSCR1" "PLSCR2"
## [11025] "PLSCR3" "PLSCR4"
## [11027] "PLTP" "PLVAP"
## [11029] "PLXDC1" "PLXDC2"
## [11031] "PLXNA1" "PLXNA2"
## [11033] "PLXNA3" "PLXNA4"
## [11035] "PLXNB1" "PLXNB2"
## [11037] "PLXNB3" "PLXNC1"
## [11039] "PLXND1" "PM20D1"
## [11041] "PM20D2" "PMAIP1"
## [11043] "PMEL" "PMEPA1"
## [11045] "PMF1" "PMF1-BGLAP"
## [11047] "PMFBP1" "PML"
## [11049] "PMM1" "PMM2"
## [11051] "PMP22" "PMPCA"
## [11053] "PMPCB" "PMS1"
## [11055] "PMS2" "PMS2CL"
## [11057] "PMS2P1" "PMS2P3"
## [11059] "PMS2P4" "PMS2P5"
## [11061] "PMVK" "PNCK"
## [11063] "PNISR" "PNKD"
## [11065] "PNKP" "PNLDC1"
## [11067] "PNLIPRP2" "PNLIPRP3"
## [11069] "PNMA1" "PNMA2"
## [11071] "PNMA3" "PNMA5"
## [11073] "PNMA6A" "PNMT"
## [11075] "PNN" "PNO1"
## [11077] "PNOC" "PNP"
## [11079] "PNPLA1" "PNPLA2"
## [11081] "PNPLA3" "PNPLA4"
## [11083] "PNPLA6" "PNPLA7"
## [11085] "PNPLA8" "PNPO"
## [11087] "PNPT1" "PNRC1"
## [11089] "PNRC2" "POC1A"
## [11091] "POC1B" "POC1B-GALNT4"
## [11093] "POC5" "PODN"
## [11095] "PODNL1" "PODXL"
## [11097] "PODXL2" "POF1B"
## [11099] "POFUT1" "POFUT2"
## [11101] "POGK" "POGLUT1"
## [11103] "POGZ" "POLA1"
## [11105] "POLA2" "POLB"
## [11107] "POLD1" "POLD2"
## [11109] "POLD3" "POLD4"
## [11111] "POLDIP2" "POLDIP3"
## [11113] "POLE" "POLE2"
## [11115] "POLE3" "POLE4"
## [11117] "POLG" "POLG2"
## [11119] "POLH" "POLI"
## [11121] "POLK" "POLL"
## [11123] "POLM" "POLN"
## [11125] "POLQ" "POLR1A"
## [11127] "POLR1B" "POLR1C"
## [11129] "POLR1D" "POLR1E"
## [11131] "POLR2A" "POLR2B"
## [11133] "POLR2C" "POLR2D"
## [11135] "POLR2E" "POLR2F"
## [11137] "POLR2G" "POLR2H"
## [11139] "POLR2I" "POLR2J"
## [11141] "POLR2J2" "POLR2K"
## [11143] "POLR2L" "POLR2M"
## [11145] "POLR3A" "POLR3B"
## [11147] "POLR3C" "POLR3D"
## [11149] "POLR3E" "POLR3F"
## [11151] "POLR3G" "POLR3GL"
## [11153] "POLR3H" "POLR3K"
## [11155] "POLRMT" "POM121"
## [11157] "POM121C" "POM121L10P"
## [11159] "POM121L2" "POM121L8P"
## [11161] "POM121L9P" "POMC"
## [11163] "POMGNT1" "POMP"
## [11165] "POMT1" "POMT2"
## [11167] "POMZP3" "PON1"
## [11169] "PON2" "PON3"
## [11171] "POP1" "POP4"
## [11173] "POP5" "POP7"
## [11175] "POPDC2" "POPDC3"
## [11177] "POR" "PORCN"
## [11179] "POSTN" "POT1"
## [11181] "POTEE" "POTEF"
## [11183] "POU1F1" "POU2AF1"
## [11185] "POU2F1" "POU2F2"
## [11187] "POU2F3" "POU3F1"
## [11189] "POU3F2" "POU3F3"
## [11191] "POU4F1" "POU4F3"
## [11193] "POU5F1" "POU5F1B"
## [11195] "POU5F1P3" "POU5F1P4"
## [11197] "POU5F2" "POU6F1"
## [11199] "POU6F2" "PP2D1"
## [11201] "PPA1" "PPA2"
## [11203] "PPAN" "PPARA"
## [11205] "PPARD" "PPARG"
## [11207] "PPARGC1A" "PPARGC1B"
## [11209] "PPAT" "PPBP"
## [11211] "PPBPP2" "PPCDC"
## [11213] "PPCS" "PPDPF"
## [11215] "PPEF1" "PPEF2"
## [11217] "PPFIA1" "PPFIA2"
## [11219] "PPFIA3" "PPFIA4"
## [11221] "PPFIBP1" "PPFIBP2"
## [11223] "PPHLN1" "PPIA"
## [11225] "PPIAL4C" "PPIAL4G"
## [11227] "PPIAP30" "PPIB"
## [11229] "PPIC" "PPID"
## [11231] "PPIE" "PPIEL"
## [11233] "PPIF" "PPIG"
## [11235] "PPIH" "PPIL1"
## [11237] "PPIL2" "PPIL3"
## [11239] "PPIL4" "PPIL6"
## [11241] "PPIP5K1" "PPIP5K2"
## [11243] "PPL" "PPM1A"
## [11245] "PPM1B" "PPM1D"
## [11247] "PPM1E" "PPM1F"
## [11249] "PPM1G" "PPM1H"
## [11251] "PPM1J" "PPM1K"
## [11253] "PPM1L" "PPM1M"
## [11255] "PPM1N" "PPME1"
## [11257] "PPOX" "PPP1CA"
## [11259] "PPP1CB" "PPP1CC"
## [11261] "PPP1R10" "PPP1R11"
## [11263] "PPP1R12A" "PPP1R12B"
## [11265] "PPP1R12C" "PPP1R13B"
## [11267] "PPP1R13L" "PPP1R14A"
## [11269] "PPP1R14B" "PPP1R14C"
## [11271] "PPP1R14D" "PPP1R15A"
## [11273] "PPP1R15B" "PPP1R16A"
## [11275] "PPP1R16B" "PPP1R17"
## [11277] "PPP1R18" "PPP1R1A"
## [11279] "PPP1R1B" "PPP1R1C"
## [11281] "PPP1R2" "PPP1R21"
## [11283] "PPP1R26" "PPP1R27"
## [11285] "PPP1R32" "PPP1R35"
## [11287] "PPP1R36" "PPP1R37"
## [11289] "PPP1R3B" "PPP1R3C"
## [11291] "PPP1R3D" "PPP1R3E"
## [11293] "PPP1R3F" "PPP1R3G"
## [11295] "PPP1R42" "PPP1R7"
## [11297] "PPP1R8" "PPP1R9A"
## [11299] "PPP1R9B" "PPP2CA"
## [11301] "PPP2CB" "PPP2R1A"
## [11303] "PPP2R1B" "PPP2R2A"
## [11305] "PPP2R2B" "PPP2R2C"
## [11307] "PPP2R2D" "PPP2R3A"
## [11309] "PPP2R3B" "PPP2R3C"
## [11311] "PPP2R5A" "PPP2R5B"
## [11313] "PPP2R5C" "PPP2R5D"
## [11315] "PPP2R5E" "PPP3CA"
## [11317] "PPP3CB" "PPP3CC"
## [11319] "PPP3R1" "PPP3R2"
## [11321] "PPP4C" "PPP4R1"
## [11323] "PPP4R1L" "PPP4R2"
## [11325] "PPP4R4" "PPP5C"
## [11327] "PPP5D1" "PPP6C"
## [11329] "PPP6R1" "PPP6R2"
## [11331] "PPP6R3" "PPRC1"
## [11333] "PPT1" "PPT2"
## [11335] "PPT2-EGFL8" "PPTC7"
## [11337] "PPWD1" "PPY"
## [11339] "PQBP1" "PRADC1"
## [11341] "PRAF2" "PRAM1"
## [11343] "PRAME" "PRAP1"
## [11345] "PRB3" "PRB4"
## [11347] "PRC1" "PRCC"
## [11349] "PRCD" "PRCP"
## [11351] "PRDM1" "PRDM10"
## [11353] "PRDM11" "PRDM12"
## [11355] "PRDM13" "PRDM15"
## [11357] "PRDM16" "PRDM2"
## [11359] "PRDM4" "PRDM5"
## [11361] "PRDM6" "PRDM7"
## [11363] "PRDM8" "PRDX1"
## [11365] "PRDX2" "PRDX3"
## [11367] "PRDX4" "PRDX5"
## [11369] "PRDX6" "PREB"
## [11371] "PRELID1" "PRELID2"
## [11373] "PRELP" "PREP"
## [11375] "PREPL" "PREX1"
## [11377] "PREX2" "PRF1"
## [11379] "PRG2" "PRG4"
## [11381] "PRH1" "PRH2"
## [11383] "PRICKLE1" "PRICKLE2"
## [11385] "PRICKLE2-AS1" "PRICKLE3"
## [11387] "PRICKLE4" "PRIM1"
## [11389] "PRIM2" "PRIMA1"
## [11391] "PRKAA1" "PRKAA2"
## [11393] "PRKAB1" "PRKAB2"
## [11395] "PRKACA" "PRKACB"
## [11397] "PRKAG1" "PRKAG2"
## [11399] "PRKAG2-AS1" "PRKAG3"
## [11401] "PRKAR1A" "PRKAR1B"
## [11403] "PRKAR2A" "PRKAR2B"
## [11405] "PRKCA" "PRKCB"
## [11407] "PRKCD" "PRKCE"
## [11409] "PRKCG" "PRKCH"
## [11411] "PRKCI" "PRKCQ"
## [11413] "PRKCQ-AS1" "PRKCSH"
## [11415] "PRKCZ" "PRKD1"
## [11417] "PRKD2" "PRKD3"
## [11419] "PRKDC" "PRKG1"
## [11421] "PRKG1-AS1" "PRKG2"
## [11423] "PRKRA" "PRKRIP1"
## [11425] "PRKX" "PRKXP1"
## [11427] "PRKY" "PRL"
## [11429] "PRLR" "PRMT1"
## [11431] "PRMT2" "PRMT3"
## [11433] "PRMT5" "PRMT6"
## [11435] "PRMT7" "PRND"
## [11437] "PRNP" "PROB1"
## [11439] "PROC" "PROCA1"
## [11441] "PROCR" "PRODH"
## [11443] "PRODH2" "PROK2"
## [11445] "PROKR1" "PROM1"
## [11447] "PROM2" "PRORSD1P"
## [11449] "PROS1" "PROSER1"
## [11451] "PROSER2" "PROSER2-AS1"
## [11453] "PROX1" "PROX2"
## [11455] "PROZ" "PRPF18"
## [11457] "PRPF19" "PRPF3"
## [11459] "PRPF31" "PRPF38A"
## [11461] "PRPF38B" "PRPF39"
## [11463] "PRPF4" "PRPF40A"
## [11465] "PRPF40B" "PRPF4B"
## [11467] "PRPF6" "PRPF8"
## [11469] "PRPH" "PRPH2"
## [11471] "PRPS1" "PRPS2"
## [11473] "PRPSAP1" "PRPSAP2"
## [11475] "PRR11" "PRR12"
## [11477] "PRR13" "PRR14"
## [11479] "PRR14L" "PRR15"
## [11481] "PRR15L" "PRR16"
## [11483] "PRR18" "PRR19"
## [11485] "PRR22" "PRR26"
## [11487] "PRR3" "PRR4"
## [11489] "PRR5" "PRR5-ARHGAP8"
## [11491] "PRR5L" "PRR7"
## [11493] "PRR7-AS1" "PRRC1"
## [11495] "PRRC2A" "PRRC2B"
## [11497] "PRRC2C" "PRRG1"
## [11499] "PRRG2" "PRRG4"
## [11501] "PRRT1" "PRRT2"
## [11503] "PRRT3" "PRRT3-AS1"
## [11505] "PRRT4" "PRRX1"
## [11507] "PRRX2" "PRSS1"
## [11509] "PRSS12" "PRSS16"
## [11511] "PRSS21" "PRSS22"
## [11513] "PRSS23" "PRSS27"
## [11515] "PRSS3" "PRSS30P"
## [11517] "PRSS33" "PRSS35"
## [11519] "PRSS36" "PRSS37"
## [11521] "PRSS41" "PRSS53"
## [11523] "PRSS56" "PRSS57"
## [11525] "PRSS8" "PRTFDC1"
## [11527] "PRTG" "PRTN3"
## [11529] "PRUNE2" "PRX"
## [11531] "PSAP" "PSAPL1"
## [11533] "PSAT1" "PSCA"
## [11535] "PSD" "PSD2"
## [11537] "PSD3" "PSD4"
## [11539] "PSEN1" "PSEN2"
## [11541] "PSENEN" "PSG1"
## [11543] "PSG2" "PSG3"
## [11545] "PSG4" "PSG5"
## [11547] "PSG6" "PSG7"
## [11549] "PSG8" "PSG9"
## [11551] "PSIP1" "PSKH1"
## [11553] "PSMA1" "PSMA2"
## [11555] "PSMA3" "PSMA4"
## [11557] "PSMA5" "PSMA6"
## [11559] "PSMA7" "PSMA8"
## [11561] "PSMB1" "PSMB10"
## [11563] "PSMB2" "PSMB3"
## [11565] "PSMB4" "PSMB5"
## [11567] "PSMB6" "PSMB7"
## [11569] "PSMB8" "PSMB9"
## [11571] "PSMC1" "PSMC2"
## [11573] "PSMC3" "PSMC3IP"
## [11575] "PSMC4" "PSMC5"
## [11577] "PSMC6" "PSMD1"
## [11579] "PSMD10" "PSMD11"
## [11581] "PSMD12" "PSMD13"
## [11583] "PSMD14" "PSMD2"
## [11585] "PSMD3" "PSMD4"
## [11587] "PSMD5" "PSMD6"
## [11589] "PSMD6-AS2" "PSMD7"
## [11591] "PSMD8" "PSMD9"
## [11593] "PSME1" "PSME2"
## [11595] "PSME3" "PSME4"
## [11597] "PSMF1" "PSMG1"
## [11599] "PSMG2" "PSMG3"
## [11601] "PSMG3-AS1" "PSMG4"
## [11603] "PSORS1C1" "PSORS1C2"
## [11605] "PSORS1C3" "PSPC1"
## [11607] "PSPH" "PSPN"
## [11609] "PSRC1" "PSTK"
## [11611] "PSTPIP1" "PSTPIP2"
## [11613] "PTAFR" "PTAR1"
## [11615] "PTBP1" "PTBP2"
## [11617] "PTBP3" "PTCD1"
## [11619] "PTCD2" "PTCD3"
## [11621] "PTCH1" "PTCH2"
## [11623] "PTCHD1" "PTCHD4"
## [11625] "PTCRA" "PTDSS1"
## [11627] "PTDSS2" "PTEN"
## [11629] "PTENP1" "PTER"
## [11631] "PTGDR" "PTGDR2"
## [11633] "PTGDS" "PTGER1"
## [11635] "PTGER2" "PTGER3"
## [11637] "PTGER4" "PTGES"
## [11639] "PTGES2" "PTGES3"
## [11641] "PTGES3L" "PTGES3L-AARSD1"
## [11643] "PTGFR" "PTGFRN"
## [11645] "PTGIR" "PTGIS"
## [11647] "PTGR1" "PTGR2"
## [11649] "PTGS1" "PTGS2"
## [11651] "PTH1R" "PTH2R"
## [11653] "PTHLH" "PTK2"
## [11655] "PTK2B" "PTK6"
## [11657] "PTK7" "PTMA"
## [11659] "PTMS" "PTN"
## [11661] "PTOV1" "PTOV1-AS1"
## [11663] "PTP4A1" "PTP4A2"
## [11665] "PTP4A3" "PTPDC1"
## [11667] "PTPMT1" "PTPN1"
## [11669] "PTPN11" "PTPN12"
## [11671] "PTPN13" "PTPN14"
## [11673] "PTPN18" "PTPN2"
## [11675] "PTPN21" "PTPN22"
## [11677] "PTPN23" "PTPN3"
## [11679] "PTPN4" "PTPN5"
## [11681] "PTPN6" "PTPN7"
## [11683] "PTPN9" "PTPRA"
## [11685] "PTPRB" "PTPRC"
## [11687] "PTPRCAP" "PTPRD"
## [11689] "PTPRE" "PTPRF"
## [11691] "PTPRG" "PTPRG-AS1"
## [11693] "PTPRH" "PTPRJ"
## [11695] "PTPRK" "PTPRM"
## [11697] "PTPRN" "PTPRN2"
## [11699] "PTPRO" "PTPRQ"
## [11701] "PTPRR" "PTPRS"
## [11703] "PTPRT" "PTPRU"
## [11705] "PTPRVP" "PTPRZ1"
## [11707] "PTRH1" "PTRH2"
## [11709] "PTRHD1" "PTS"
## [11711] "PTTG1" "PTTG1IP"
## [11713] "PTTG2" "PTTG3P"
## [11715] "PTX3" "PTX4"
## [11717] "PUF60" "PUM1"
## [11719] "PUM2" "PURA"
## [11721] "PURB" "PURG"
## [11723] "PUS1" "PUS10"
## [11725] "PUS3" "PUS7"
## [11727] "PUS7L" "PUSL1"
## [11729] "PVALB" "PVR"
## [11731] "PVRIG" "PVT1"
## [11733] "PWP1" "PWP2"
## [11735] "PWWP2A" "PWWP2B"
## [11737] "PXDC1" "PXDN"
## [11739] "PXDNL" "PXK"
## [11741] "PXMP2" "PXMP4"
## [11743] "PXN" "PXN-AS1"
## [11745] "PXT1" "PYCARD"
## [11747] "PYCR1" "PYCR2"
## [11749] "PYGB" "PYGL"
## [11751] "PYGM" "PYGO1"
## [11753] "PYGO2" "PYHIN1"
## [11755] "PYROXD1" "PYROXD2"
## [11757] "PYURF" "PYY"
## [11759] "PYY2" "PZP"
## [11761] "QDPR" "QKI"
## [11763] "QPCT" "QPCTL"
## [11765] "QPRT" "QRFP"
## [11767] "QRFPR" "QRICH1"
## [11769] "QRICH2" "QRSL1"
## [11771] "QSER1" "QSOX1"
## [11773] "QSOX2" "QTRT1"
## [11775] "R3HCC1" "R3HCC1L"
## [11777] "R3HDM1" "R3HDM2"
## [11779] "R3HDM4" "R3HDML"
## [11781] "RAB10" "RAB11A"
## [11783] "RAB11B" "RAB11B-AS1"
## [11785] "RAB11FIP1" "RAB11FIP2"
## [11787] "RAB11FIP3" "RAB11FIP4"
## [11789] "RAB11FIP5" "RAB12"
## [11791] "RAB13" "RAB14"
## [11793] "RAB15" "RAB17"
## [11795] "RAB18" "RAB19"
## [11797] "RAB1A" "RAB1B"
## [11799] "RAB20" "RAB21"
## [11801] "RAB22A" "RAB23"
## [11803] "RAB24" "RAB25"
## [11805] "RAB26" "RAB27A"
## [11807] "RAB27B" "RAB28"
## [11809] "RAB2A" "RAB2B"
## [11811] "RAB30" "RAB31"
## [11813] "RAB32" "RAB33A"
## [11815] "RAB33B" "RAB34"
## [11817] "RAB35" "RAB36"
## [11819] "RAB37" "RAB38"
## [11821] "RAB39A" "RAB39B"
## [11823] "RAB3A" "RAB3B"
## [11825] "RAB3C" "RAB3D"
## [11827] "RAB3GAP1" "RAB3GAP2"
## [11829] "RAB3IL1" "RAB3IP"
## [11831] "RAB40A" "RAB40AL"
## [11833] "RAB40B" "RAB40C"
## [11835] "RAB41" "RAB42"
## [11837] "RAB43" "RAB44"
## [11839] "RAB4A" "RAB4B"
## [11841] "RAB5A" "RAB5B"
## [11843] "RAB5C" "RAB6A"
## [11845] "RAB6B" "RAB6C"
## [11847] "RAB7A" "RAB8A"
## [11849] "RAB8B" "RAB9A"
## [11851] "RAB9B" "RABAC1"
## [11853] "RABEP1" "RABEP2"
## [11855] "RABEPK" "RABGAP1"
## [11857] "RABGAP1L" "RABGEF1"
## [11859] "RABGGTA" "RABGGTB"
## [11861] "RABIF" "RABL2A"
## [11863] "RABL2B" "RABL3"
## [11865] "RABL6" "RAC1"
## [11867] "RAC2" "RAC3"
## [11869] "RACGAP1" "RAD1"
## [11871] "RAD17" "RAD18"
## [11873] "RAD21" "RAD21-AS1"
## [11875] "RAD21L1" "RAD23A"
## [11877] "RAD23B" "RAD50"
## [11879] "RAD51" "RAD51AP1"
## [11881] "RAD51B" "RAD51C"
## [11883] "RAD51D" "RAD52"
## [11885] "RAD54B" "RAD54L"
## [11887] "RAD54L2" "RAD9A"
## [11889] "RAD9B" "RADIL"
## [11891] "RAE1" "RAET1E"
## [11893] "RAET1G" "RAET1K"
## [11895] "RAET1L" "RAF1"
## [11897] "RAG1" "RAG2"
## [11899] "RAI1" "RAI14"
## [11901] "RAI2" "RALA"
## [11903] "RALB" "RALBP1"
## [11905] "RALGAPA1" "RALGAPA2"
## [11907] "RALGAPB" "RALGDS"
## [11909] "RALGPS1" "RALGPS2"
## [11911] "RALY" "RAMP1"
## [11913] "RAMP2" "RAMP2-AS1"
## [11915] "RAMP3" "RAN"
## [11917] "RANBP1" "RANBP10"
## [11919] "RANBP17" "RANBP2"
## [11921] "RANBP3" "RANBP3L"
## [11923] "RANBP6" "RANBP9"
## [11925] "RANGAP1" "RANGRF"
## [11927] "RAP1A" "RAP1B"
## [11929] "RAP1GAP" "RAP1GDS1"
## [11931] "RAP2A" "RAP2B"
## [11933] "RAP2C" "RAPGEF1"
## [11935] "RAPGEF2" "RAPGEF3"
## [11937] "RAPGEF4" "RAPGEF4-AS1"
## [11939] "RAPGEF5" "RAPGEF6"
## [11941] "RAPGEFL1" "RAPH1"
## [11943] "RAPSN" "RARA"
## [11945] "RARB" "RARG"
## [11947] "RARRES1" "RARRES2"
## [11949] "RARS2" "RASA1"
## [11951] "RASA2" "RASA3"
## [11953] "RASA4" "RASA4CP"
## [11955] "RASAL1" "RASAL2"
## [11957] "RASAL2-AS1" "RASAL3"
## [11959] "RASD1" "RASD2"
## [11961] "RASEF" "RASGEF1A"
## [11963] "RASGEF1B" "RASGEF1C"
## [11965] "RASGRF1" "RASGRF2"
## [11967] "RASGRP1" "RASGRP2"
## [11969] "RASGRP3" "RASGRP4"
## [11971] "RASIP1" "RASL10A"
## [11973] "RASL10B" "RASL11A"
## [11975] "RASL11B" "RASL12"
## [11977] "RASSF1" "RASSF10"
## [11979] "RASSF2" "RASSF3"
## [11981] "RASSF4" "RASSF5"
## [11983] "RASSF6" "RASSF7"
## [11985] "RASSF8" "RASSF9"
## [11987] "RAVER1" "RAVER2"
## [11989] "RAX2" "RB1"
## [11991] "RB1CC1" "RBAK"
## [11993] "RBBP4" "RBBP5"
## [11995] "RBBP6" "RBBP7"
## [11997] "RBBP8" "RBBP8NL"
## [11999] "RBBP9" "RBCK1"
## [12001] "RBFA" "RBFOX1"
## [12003] "RBFOX2" "RBFOX3"
## [12005] "RBKS" "RBL1"
## [12007] "RBL2" "RBM10"
## [12009] "RBM11" "RBM12"
## [12011] "RBM12B" "RBM12B-AS1"
## [12013] "RBM14" "RBM14-RBM4"
## [12015] "RBM15" "RBM15B"
## [12017] "RBM17" "RBM18"
## [12019] "RBM19" "RBM20"
## [12021] "RBM22" "RBM23"
## [12023] "RBM24" "RBM25"
## [12025] "RBM26" "RBM26-AS1"
## [12027] "RBM27" "RBM28"
## [12029] "RBM3" "RBM33"
## [12031] "RBM34" "RBM38"
## [12033] "RBM39" "RBM4"
## [12035] "RBM41" "RBM42"
## [12037] "RBM43" "RBM44"
## [12039] "RBM45" "RBM47"
## [12041] "RBM48" "RBM4B"
## [12043] "RBM5" "RBM6"
## [12045] "RBM7" "RBM8A"
## [12047] "RBMS1" "RBMS2"
## [12049] "RBMS3" "RBMX"
## [12051] "RBMX2" "RBMXL1"
## [12053] "RBP1" "RBP2"
## [12055] "RBP4" "RBP5"
## [12057] "RBP7" "RBPJ"
## [12059] "RBPMS" "RBPMS2"
## [12061] "RBX1" "RC3H1"
## [12063] "RC3H2" "RCAN1"
## [12065] "RCAN2" "RCAN3"
## [12067] "RCAN3AS" "RCBTB1"
## [12069] "RCBTB2" "RCC1"
## [12071] "RCC2" "RCCD1"
## [12073] "RCE1" "RCHY1"
## [12075] "RCL1" "RCN1"
## [12077] "RCN2" "RCN3"
## [12079] "RCOR1" "RCOR2"
## [12081] "RCOR3" "RCSD1"
## [12083] "RCVRN" "RD3L"
## [12085] "RDH10" "RDH11"
## [12087] "RDH12" "RDH13"
## [12089] "RDH14" "RDH16"
## [12091] "RDH5" "RDM1"
## [12093] "RDX" "REC8"
## [12095] "RECK" "RECQL"
## [12097] "RECQL4" "RECQL5"
## [12099] "REEP1" "REEP2"
## [12101] "REEP3" "REEP4"
## [12103] "REEP5" "REEP6"
## [12105] "REG4" "REL"
## [12107] "RELA" "RELB"
## [12109] "RELL1" "RELL2"
## [12111] "RELN" "RELT"
## [12113] "REM2" "REN"
## [12115] "RENBP" "REP15"
## [12117] "REPIN1" "REPS1"
## [12119] "REPS2" "RER1"
## [12121] "RERE" "RERG"
## [12123] "RERGL" "REST"
## [12125] "RET" "RETN"
## [12127] "RETSAT" "REV1"
## [12129] "REV3L" "REXO1"
## [12131] "REXO2" "REXO4"
## [12133] "RFC1" "RFC2"
## [12135] "RFC3" "RFC4"
## [12137] "RFC5" "RFESD"
## [12139] "RFFL" "RFK"
## [12141] "RFNG" "RFPL1"
## [12143] "RFPL2" "RFPL3S"
## [12145] "RFPL4A" "RFPL4B"
## [12147] "RFT1" "RFTN1"
## [12149] "RFTN2" "RFWD3"
## [12151] "RFX1" "RFX2"
## [12153] "RFX3" "RFX4"
## [12155] "RFX5" "RFX7"
## [12157] "RFX8" "RFXANK"
## [12159] "RFXAP" "RGCC"
## [12161] "RGL1" "RGL2"
## [12163] "RGL3" "RGL4"
## [12165] "RGMA" "RGMB"
## [12167] "RGN" "RGP1"
## [12169] "RGPD1" "RGPD2"
## [12171] "RGPD3" "RGPD4"
## [12173] "RGPD5" "RGPD8"
## [12175] "RGS1" "RGS10"
## [12177] "RGS11" "RGS12"
## [12179] "RGS13" "RGS14"
## [12181] "RGS16" "RGS17"
## [12183] "RGS18" "RGS19"
## [12185] "RGS2" "RGS20"
## [12187] "RGS22" "RGS3"
## [12189] "RGS4" "RGS5"
## [12191] "RGS6" "RGS7"
## [12193] "RGS7BP" "RGS8"
## [12195] "RGS9" "RGS9BP"
## [12197] "RGSL1" "RHAG"
## [12199] "RHBDD1" "RHBDD2"
## [12201] "RHBDD3" "RHBDF1"
## [12203] "RHBDF2" "RHBDL1"
## [12205] "RHBDL2" "RHBDL3"
## [12207] "RHBG" "RHCE"
## [12209] "RHCG" "RHD"
## [12211] "RHEB" "RHEBL1"
## [12213] "RHNO1" "RHOA"
## [12215] "RHOB" "RHOBTB1"
## [12217] "RHOBTB2" "RHOBTB3"
## [12219] "RHOC" "RHOD"
## [12221] "RHOF" "RHOG"
## [12223] "RHOH" "RHOJ"
## [12225] "RHOQ" "RHOT1"
## [12227] "RHOT2" "RHOU"
## [12229] "RHOV" "RHOXF1"
## [12231] "RHOXF2" "RHPN1"
## [12233] "RHPN1-AS1" "RHPN2"
## [12235] "RIBC1" "RIBC2"
## [12237] "RIC3" "RIC8A"
## [12239] "RIC8B" "RICTOR"
## [12241] "RIF1" "RIIAD1"
## [12243] "RILP" "RILPL1"
## [12245] "RILPL2" "RIMBP2"
## [12247] "RIMBP3" "RIMBP3B"
## [12249] "RIMBP3C" "RIMKLA"
## [12251] "RIMKLB" "RIMS1"
## [12253] "RIMS2" "RIMS3"
## [12255] "RIMS4" "RIN1"
## [12257] "RIN2" "RING1"
## [12259] "RINL" "RINT1"
## [12261] "RIOK1" "RIOK2"
## [12263] "RIOK3" "RIPK1"
## [12265] "RIPK2" "RIPK3"
## [12267] "RIPK4" "RIPPLY1"
## [12269] "RIPPLY2" "RIT1"
## [12271] "RLBP1" "RLF"
## [12273] "RLIM" "RLN1"
## [12275] "RLN2" "RLN3"
## [12277] "RMDN1" "RMDN2"
## [12279] "RMDN3" "RMI1"
## [12281] "RMI2" "RMND1"
## [12283] "RMND5A" "RMND5B"
## [12285] "RNASE1" "RNASE13"
## [12287] "RNASE2" "RNASE3"
## [12289] "RNASE4" "RNASE6"
## [12291] "RNASE7" "RNASEH1"
## [12293] "RNASEH2A" "RNASEH2B"
## [12295] "RNASEH2B-AS1" "RNASEH2C"
## [12297] "RNASEK" "RNASEK-C17orf49"
## [12299] "RNASEL" "RNASET2"
## [12301] "RND1" "RND2"
## [12303] "RND3" "RNF10"
## [12305] "RNF103" "RNF103-CHMP3"
## [12307] "RNF11" "RNF111"
## [12309] "RNF112" "RNF113A"
## [12311] "RNF114" "RNF115"
## [12313] "RNF121" "RNF122"
## [12315] "RNF123" "RNF125"
## [12317] "RNF126" "RNF126P1"
## [12319] "RNF128" "RNF13"
## [12321] "RNF130" "RNF133"
## [12323] "RNF135" "RNF138"
## [12325] "RNF138P1" "RNF139"
## [12327] "RNF14" "RNF141"
## [12329] "RNF144A" "RNF144B"
## [12331] "RNF145" "RNF146"
## [12333] "RNF148" "RNF149"
## [12335] "RNF150" "RNF151"
## [12337] "RNF152" "RNF157"
## [12339] "RNF157-AS1" "RNF165"
## [12341] "RNF166" "RNF167"
## [12343] "RNF168" "RNF169"
## [12345] "RNF17" "RNF170"
## [12347] "RNF175" "RNF180"
## [12349] "RNF181" "RNF182"
## [12351] "RNF183" "RNF185"
## [12353] "RNF186" "RNF187"
## [12355] "RNF19A" "RNF19B"
## [12357] "RNF2" "RNF20"
## [12359] "RNF207" "RNF208"
## [12361] "RNF212" "RNF213"
## [12363] "RNF214" "RNF215"
## [12365] "RNF216" "RNF216-IT1"
## [12367] "RNF216P1" "RNF217"
## [12369] "RNF220" "RNF222"
## [12371] "RNF223" "RNF224"
## [12373] "RNF24" "RNF25"
## [12375] "RNF26" "RNF31"
## [12377] "RNF32" "RNF34"
## [12379] "RNF38" "RNF39"
## [12381] "RNF4" "RNF40"
## [12383] "RNF41" "RNF43"
## [12385] "RNF44" "RNF5"
## [12387] "RNF5P1" "RNF6"
## [12389] "RNF7" "RNF8"
## [12391] "RNFT1" "RNFT2"
## [12393] "RNGTT" "RNH1"
## [12395] "RNLS" "RNMT"
## [12397] "RNPC3" "RNPEP"
## [12399] "RNPEPL1" "RNPS1"
## [12401] "RNU11" "RNU12"
## [12403] "RNU4ATAC" "RNU5D-1"
## [12405] "RNU5F-1" "RNU6ATAC"
## [12407] "ROBO1" "ROBO3"
## [12409] "ROBO4" "ROCK1"
## [12411] "ROCK1P1" "ROCK2"
## [12413] "ROGDI" "ROM1"
## [12415] "ROMO1" "ROPN1"
## [12417] "ROPN1B" "ROPN1L"
## [12419] "ROR1" "ROR2"
## [12421] "RORA" "RORB"
## [12423] "RORC" "ROS1"
## [12425] "RP1" "RP1L1"
## [12427] "RP2" "RP9"
## [12429] "RP9P" "RPA1"
## [12431] "RPA2" "RPA3"
## [12433] "RPA4" "RPAIN"
## [12435] "RPAP1" "RPAP2"
## [12437] "RPAP3" "RPE"
## [12439] "RPF1" "RPF2"
## [12441] "RPGR" "RPGRIP1"
## [12443] "RPGRIP1L" "RPH3A"
## [12445] "RPH3AL" "RPIA"
## [12447] "RPL10" "RPL10A"
## [12449] "RPL11" "RPL12"
## [12451] "RPL13" "RPL13A"
## [12453] "RPL13AP20" "RPL13AP3"
## [12455] "RPL13AP5" "RPL13AP6"
## [12457] "RPL13P5" "RPL14"
## [12459] "RPL15" "RPL17"
## [12461] "RPL17-C18orf32" "RPL18"
## [12463] "RPL18A" "RPL19"
## [12465] "RPL21" "RPL21P28"
## [12467] "RPL21P44" "RPL22"
## [12469] "RPL22L1" "RPL23"
## [12471] "RPL23A" "RPL23AP32"
## [12473] "RPL23AP53" "RPL23AP64"
## [12475] "RPL23AP7" "RPL23AP82"
## [12477] "RPL23P8" "RPL24"
## [12479] "RPL26" "RPL26L1"
## [12481] "RPL27" "RPL27A"
## [12483] "RPL28" "RPL29"
## [12485] "RPL3" "RPL30"
## [12487] "RPL31" "RPL31P11"
## [12489] "RPL32" "RPL32P3"
## [12491] "RPL34" "RPL35"
## [12493] "RPL35A" "RPL36"
## [12495] "RPL36A" "RPL36AL"
## [12497] "RPL37" "RPL37A"
## [12499] "RPL38" "RPL39"
## [12501] "RPL39L" "RPL3L"
## [12503] "RPL4" "RPL41"
## [12505] "RPL5" "RPL6"
## [12507] "RPL7" "RPL7A"
## [12509] "RPL7L1" "RPL8"
## [12511] "RPL9" "RPLP0"
## [12513] "RPLP0P2" "RPLP1"
## [12515] "RPLP2" "RPN1"
## [12517] "RPN2" "RPP14"
## [12519] "RPP21" "RPP25"
## [12521] "RPP25L" "RPP30"
## [12523] "RPP38" "RPP40"
## [12525] "RPPH1" "RPRD1A"
## [12527] "RPRD1B" "RPRD2"
## [12529] "RPRM" "RPRML"
## [12531] "RPS10" "RPS10P7"
## [12533] "RPS11" "RPS12"
## [12535] "RPS13" "RPS14"
## [12537] "RPS15" "RPS15A"
## [12539] "RPS15AP10" "RPS16"
## [12541] "RPS16P5" "RPS17"
## [12543] "RPS18" "RPS19"
## [12545] "RPS19BP1" "RPS2"
## [12547] "RPS20" "RPS21"
## [12549] "RPS23" "RPS24"
## [12551] "RPS25" "RPS26"
## [12553] "RPS26P11" "RPS27"
## [12555] "RPS27A" "RPS27L"
## [12557] "RPS28" "RPS29"
## [12559] "RPS2P32" "RPS3"
## [12561] "RPS3A" "RPS4X"
## [12563] "RPS4Y1" "RPS4Y2"
## [12565] "RPS5" "RPS6"
## [12567] "RPS6KA1" "RPS6KA2"
## [12569] "RPS6KA2-IT1" "RPS6KA3"
## [12571] "RPS6KA4" "RPS6KA5"
## [12573] "RPS6KA6" "RPS6KB1"
## [12575] "RPS6KB2" "RPS6KC1"
## [12577] "RPS6KL1" "RPS7"
## [12579] "RPS8" "RPS9"
## [12581] "RPSA" "RPSAP52"
## [12583] "RPSAP58" "RPSAP9"
## [12585] "RPTN" "RPTOR"
## [12587] "RPUSD1" "RPUSD2"
## [12589] "RPUSD3" "RPUSD4"
## [12591] "RRAD" "RRAGA"
## [12593] "RRAGB" "RRAGC"
## [12595] "RRAGD" "RRAS"
## [12597] "RRAS2" "RRBP1"
## [12599] "RREB1" "RRH"
## [12601] "RRM1" "RRM2"
## [12603] "RRM2B" "RRN3"
## [12605] "RRN3P1" "RRN3P2"
## [12607] "RRN3P3" "RRNAD1"
## [12609] "RRP1" "RRP12"
## [12611] "RRP15" "RRP1B"
## [12613] "RRP36" "RRP7A"
## [12615] "RRP8" "RRP9"
## [12617] "RRS1" "RS1"
## [12619] "RSAD1" "RSAD2"
## [12621] "RSBN1" "RSBN1L"
## [12623] "RSC1A1" "RSF1"
## [12625] "RSL1D1" "RSL24D1"
## [12627] "RSPH1" "RSPH10B"
## [12629] "RSPH10B2" "RSPH3"
## [12631] "RSPH4A" "RSPH6A"
## [12633] "RSPH9" "RSPO1"
## [12635] "RSPO2" "RSPO3"
## [12637] "RSPO4" "RSPRY1"
## [12639] "RSRC1" "RSRC2"
## [12641] "RSU1" "RTBDN"
## [12643] "RTCA" "RTEL1"
## [12645] "RTEL1-TNFRSF6B" "RTF1"
## [12647] "RTKN" "RTKN2"
## [12649] "RTL1" "RTN1"
## [12651] "RTN2" "RTN3"
## [12653] "RTN4" "RTN4IP1"
## [12655] "RTN4R" "RTN4RL1"
## [12657] "RTN4RL2" "RTP4"
## [12659] "RTTN" "RUFY1"
## [12661] "RUFY2" "RUFY3"
## [12663] "RUFY4" "RUNDC1"
## [12665] "RUNDC3A" "RUNDC3B"
## [12667] "RUNX1" "RUNX1T1"
## [12669] "RUNX2" "RUNX3"
## [12671] "RUSC1" "RUSC1-AS1"
## [12673] "RUSC2" "RUVBL1"
## [12675] "RUVBL2" "RWDD1"
## [12677] "RWDD2A" "RWDD2B"
## [12679] "RWDD3" "RWDD4"
## [12681] "RXFP1" "RXFP2"
## [12683] "RXFP4" "RXRA"
## [12685] "RXRB" "RYBP"
## [12687] "RYK" "RYR1"
## [12689] "RYR2" "RYR3"
## [12691] "S100A1" "S100A10"
## [12693] "S100A11" "S100A12"
## [12695] "S100A13" "S100A14"
## [12697] "S100A16" "S100A2"
## [12699] "S100A3" "S100A4"
## [12701] "S100A5" "S100A6"
## [12703] "S100A7" "S100A8"
## [12705] "S100A9" "S100B"
## [12707] "S100P" "S100PBP"
## [12709] "S100Z" "S1PR1"
## [12711] "S1PR2" "S1PR3"
## [12713] "S1PR4" "S1PR5"
## [12715] "SAA1" "SAA2"
## [12717] "SAA4" "SAAL1"
## [12719] "SAC3D1" "SACM1L"
## [12721] "SACS" "SAE1"
## [12723] "SAFB" "SAFB2"
## [12725] "SAG" "SAGE1"
## [12727] "SALL1" "SALL2"
## [12729] "SALL4" "SAMD1"
## [12731] "SAMD10" "SAMD11"
## [12733] "SAMD12" "SAMD12-AS1"
## [12735] "SAMD13" "SAMD14"
## [12737] "SAMD15" "SAMD3"
## [12739] "SAMD4A" "SAMD4B"
## [12741] "SAMD5" "SAMD8"
## [12743] "SAMD9" "SAMD9L"
## [12745] "SAMHD1" "SAMM50"
## [12747] "SAMSN1" "SAMSN1-AS1"
## [12749] "SAP130" "SAP18"
## [12751] "SAP25" "SAP30"
## [12753] "SAP30BP" "SAP30L"
## [12755] "SAPCD1" "SAPCD2"
## [12757] "SAR1A" "SAR1B"
## [12759] "SARDH" "SARM1"
## [12761] "SARNP" "SARS2"
## [12763] "SART1" "SART3"
## [12765] "SASH1" "SASH3"
## [12767] "SASS6" "SAT1"
## [12769] "SAT2" "SATB1"
## [12771] "SATB2" "SATB2-AS1"
## [12773] "SAV1" "SAYSD1"
## [12775] "SBDS" "SBDSP1"
## [12777] "SBF1" "SBF2"
## [12779] "SBF2-AS1" "SBK1"
## [12781] "SBK2" "SBNO1"
## [12783] "SBNO2" "SBSN"
## [12785] "SBSPON" "SCAF1"
## [12787] "SCAF11" "SCAF4"
## [12789] "SCAF8" "SCAI"
## [12791] "SCAMP1" "SCAMP2"
## [12793] "SCAMP3" "SCAMP4"
## [12795] "SCAMP5" "SCAND1"
## [12797] "SCAND2P" "SCAP"
## [12799] "SCAPER" "SCARA3"
## [12801] "SCARA5" "SCARB1"
## [12803] "SCARB2" "SCARF1"
## [12805] "SCARF2" "SCARNA1"
## [12807] "SCARNA10" "SCARNA11"
## [12809] "SCARNA12" "SCARNA15"
## [12811] "SCARNA16" "SCARNA17"
## [12813] "SCARNA18" "SCARNA2"
## [12815] "SCARNA20" "SCARNA21"
## [12817] "SCARNA22" "SCARNA23"
## [12819] "SCARNA3" "SCARNA5"
## [12821] "SCARNA6" "SCARNA7"
## [12823] "SCARNA8" "SCARNA9"
## [12825] "SCCPDH" "SCD"
## [12827] "SCD5" "SCEL"
## [12829] "SCFD1" "SCFD2"
## [12831] "SCG2" "SCG3"
## [12833] "SCG5" "SCGB1A1"
## [12835] "SCGB1B2P" "SCGB1C1"
## [12837] "SCGB2A1" "SCGB2B2"
## [12839] "SCGB3A1" "SCGB3A2"
## [12841] "SCGN" "SCHIP1"
## [12843] "SCIMP" "SCIN"
## [12845] "SCLT1" "SCLY"
## [12847] "SCMH1" "SCML1"
## [12849] "SCML2" "SCML4"
## [12851] "SCN10A" "SCN11A"
## [12853] "SCN1B" "SCN2A"
## [12855] "SCN2B" "SCN3A"
## [12857] "SCN3B" "SCN4A"
## [12859] "SCN4B" "SCN5A"
## [12861] "SCN7A" "SCN8A"
## [12863] "SCN9A" "SCNM1"
## [12865] "SCNN1A" "SCNN1B"
## [12867] "SCNN1D" "SCNN1G"
## [12869] "SCO1" "SCO2"
## [12871] "SCOC" "SCP2"
## [12873] "SCPEP1" "SCRG1"
## [12875] "SCRIB" "SCRN1"
## [12877] "SCRN2" "SCRN3"
## [12879] "SCRT2" "SCT"
## [12881] "SCTR" "SCUBE1"
## [12883] "SCUBE2" "SCUBE3"
## [12885] "SCYL1" "SCYL2"
## [12887] "SCYL3" "SDAD1"
## [12889] "SDC1" "SDC2"
## [12891] "SDC3" "SDC4"
## [12893] "SDC4P" "SDCBP"
## [12895] "SDCBP2" "SDCBP2-AS1"
## [12897] "SDCCAG8" "SDE2"
## [12899] "SDF2" "SDF2L1"
## [12901] "SDF4" "SDHA"
## [12903] "SDHAF1" "SDHAF2"
## [12905] "SDHAP1" "SDHAP2"
## [12907] "SDHAP3" "SDHB"
## [12909] "SDHC" "SDHD"
## [12911] "SDK1" "SDK2"
## [12913] "SDR16C5" "SDR39U1"
## [12915] "SDR42E1" "SDR9C7"
## [12917] "SDS" "SDSL"
## [12919] "SEBOX" "SEC11A"
## [12921] "SEC11C" "SEC13"
## [12923] "SEC14L1" "SEC14L1P1"
## [12925] "SEC14L2" "SEC14L3"
## [12927] "SEC14L4" "SEC14L5"
## [12929] "SEC14L6" "SEC16A"
## [12931] "SEC16B" "SEC1P"
## [12933] "SEC22A" "SEC22B"
## [12935] "SEC22C" "SEC23A"
## [12937] "SEC23B" "SEC23IP"
## [12939] "SEC24A" "SEC24B"
## [12941] "SEC24B-AS1" "SEC24C"
## [12943] "SEC24D" "SEC31A"
## [12945] "SEC31B" "SEC61A1"
## [12947] "SEC61A2" "SEC61B"
## [12949] "SEC61G" "SEC62"
## [12951] "SEC63" "SECISBP2"
## [12953] "SECISBP2L" "SECTM1"
## [12955] "SEH1L" "SEL1L"
## [12957] "SEL1L3" "SELE"
## [12959] "SELENBP1" "SELL"
## [12961] "SELP" "SELPLG"
## [12963] "SEMA3A" "SEMA3B"
## [12965] "SEMA3C" "SEMA3D"
## [12967] "SEMA3E" "SEMA3F"
## [12969] "SEMA3G" "SEMA4A"
## [12971] "SEMA4B" "SEMA4C"
## [12973] "SEMA4D" "SEMA4F"
## [12975] "SEMA4G" "SEMA5A"
## [12977] "SEMA5B" "SEMA6A"
## [12979] "SEMA6B" "SEMA6C"
## [12981] "SEMA7A" "SEMG1"
## [12983] "SENP1" "SENP2"
## [12985] "SENP3" "SENP3-EIF4A1"
## [12987] "SENP5" "SENP6"
## [12989] "SENP7" "SENP8"
## [12991] "SEPHS1" "SEPHS2"
## [12993] "SEPSECS" "SERAC1"
## [12995] "SERBP1" "SERF1A"
## [12997] "SERF2" "SERGEF"
## [12999] "SERHL" "SERHL2"
## [13001] "SERINC1" "SERINC2"
## [13003] "SERINC3" "SERINC4"
## [13005] "SERINC5" "SERP1"
## [13007] "SERP2" "SERPINA1"
## [13009] "SERPINA10" "SERPINA11"
## [13011] "SERPINA12" "SERPINA3"
## [13013] "SERPINA4" "SERPINA5"
## [13015] "SERPINA6" "SERPINA9"
## [13017] "SERPINB1" "SERPINB10"
## [13019] "SERPINB11" "SERPINB13"
## [13021] "SERPINB2" "SERPINB3"
## [13023] "SERPINB4" "SERPINB5"
## [13025] "SERPINB6" "SERPINB7"
## [13027] "SERPINB8" "SERPINB9"
## [13029] "SERPINC1" "SERPIND1"
## [13031] "SERPINE1" "SERPINE2"
## [13033] "SERPINE3" "SERPINF1"
## [13035] "SERPINF2" "SERPING1"
## [13037] "SERPINH1" "SERPINI1"
## [13039] "SERPINI2" "SERTAD1"
## [13041] "SERTAD2" "SERTAD3"
## [13043] "SERTAD4" "SERTAD4-AS1"
## [13045] "SESN1" "SESN2"
## [13047] "SESN3" "SESTD1"
## [13049] "SET" "SETBP1"
## [13051] "SETD1A" "SETD1B"
## [13053] "SETD2" "SETD3"
## [13055] "SETD4" "SETD5"
## [13057] "SETD6" "SETD7"
## [13059] "SETD9" "SETDB1"
## [13061] "SETDB2" "SETMAR"
## [13063] "SETX" "SEZ6"
## [13065] "SEZ6L" "SEZ6L2"
## [13067] "SF1" "SF3A1"
## [13069] "SF3A2" "SF3A3"
## [13071] "SF3B1" "SF3B2"
## [13073] "SF3B3" "SF3B4"
## [13075] "SF3B5" "SFI1"
## [13077] "SFMBT1" "SFMBT2"
## [13079] "SFN" "SFPQ"
## [13081] "SFR1" "SFRP1"
## [13083] "SFRP2" "SFRP4"
## [13085] "SFRP5" "SFSWAP"
## [13087] "SFT2D1" "SFT2D2"
## [13089] "SFT2D3" "SFTA1P"
## [13091] "SFTA2" "SFTPA1"
## [13093] "SFTPA2" "SFTPB"
## [13095] "SFTPC" "SFTPD"
## [13097] "SFXN1" "SFXN2"
## [13099] "SFXN3" "SFXN4"
## [13101] "SFXN5" "SGCA"
## [13103] "SGCB" "SGCD"
## [13105] "SGCE" "SGCG"
## [13107] "SGIP1" "SGK1"
## [13109] "SGK2" "SGK3"
## [13111] "SGMS1" "SGMS2"
## [13113] "SGPL1" "SGPP1"
## [13115] "SGPP2" "SGSH"
## [13117] "SGSM1" "SGSM2"
## [13119] "SGSM3" "SGTA"
## [13121] "SGTB" "SH2B1"
## [13123] "SH2B2" "SH2B3"
## [13125] "SH2D1A" "SH2D1B"
## [13127] "SH2D2A" "SH2D3A"
## [13129] "SH2D3C" "SH2D4A"
## [13131] "SH2D4B" "SH2D5"
## [13133] "SH2D6" "SH2D7"
## [13135] "SH3BGR" "SH3BGRL"
## [13137] "SH3BGRL2" "SH3BGRL3"
## [13139] "SH3BP1" "SH3BP2"
## [13141] "SH3BP4" "SH3BP5"
## [13143] "SH3BP5-AS1" "SH3BP5L"
## [13145] "SH3D19" "SH3D21"
## [13147] "SH3GL1" "SH3GL1P1"
## [13149] "SH3GL1P2" "SH3GL2"
## [13151] "SH3GL3" "SH3GLB1"
## [13153] "SH3GLB2" "SH3KBP1"
## [13155] "SH3PXD2A" "SH3PXD2B"
## [13157] "SH3RF1" "SH3RF2"
## [13159] "SH3RF3" "SH3RF3-AS1"
## [13161] "SH3TC1" "SH3TC2"
## [13163] "SH3YL1" "SHANK1"
## [13165] "SHANK2" "SHANK3"
## [13167] "SHARPIN" "SHB"
## [13169] "SHBG" "SHC1"
## [13171] "SHC2" "SHC3"
## [13173] "SHC4" "SHCBP1"
## [13175] "SHD" "SHE"
## [13177] "SHF" "SHH"
## [13179] "SHISA2" "SHISA3"
## [13181] "SHISA4" "SHISA5"
## [13183] "SHISA6" "SHISA7"
## [13185] "SHISA8" "SHISA9"
## [13187] "SHKBP1" "SHMT1"
## [13189] "SHMT2" "SHOC2"
## [13191] "SHOX2" "SHPK"
## [13193] "SHPRH" "SHQ1"
## [13195] "SHROOM1" "SHROOM2"
## [13197] "SHROOM3" "SHROOM4"
## [13199] "SIAE" "SIAH1"
## [13201] "SIAH2" "SIAH3"
## [13203] "SIDT1" "SIDT2"
## [13205] "SIGIRR" "SIGLEC1"
## [13207] "SIGLEC10" "SIGLEC11"
## [13209] "SIGLEC12" "SIGLEC14"
## [13211] "SIGLEC15" "SIGLEC16"
## [13213] "SIGLEC17P" "SIGLEC5"
## [13215] "SIGLEC6" "SIGLEC7"
## [13217] "SIGLEC8" "SIGLEC9"
## [13219] "SIGLECL1" "SIGMAR1"
## [13221] "SIK1" "SIK2"
## [13223] "SIK3" "SIKE1"
## [13225] "SIL1" "SIM2"
## [13227] "SIMC1" "SIN3A"
## [13229] "SIN3B" "SIPA1"
## [13231] "SIPA1L1" "SIPA1L2"
## [13233] "SIPA1L3" "SIRPA"
## [13235] "SIRPB1" "SIRPB2"
## [13237] "SIRPD" "SIRPG"
## [13239] "SIRT1" "SIRT2"
## [13241] "SIRT3" "SIRT4"
## [13243] "SIRT5" "SIRT6"
## [13245] "SIRT7" "SIT1"
## [13247] "SIVA1" "SIX1"
## [13249] "SIX2" "SIX3"
## [13251] "SIX4" "SIX5"
## [13253] "SKA1" "SKA2"
## [13255] "SKA3" "SKAP1"
## [13257] "SKAP2" "SKI"
## [13259] "SKIDA1" "SKIL"
## [13261] "SKIV2L" "SKOR1"
## [13263] "SKP1" "SKP2"
## [13265] "SLA" "SLA2"
## [13267] "SLAIN1" "SLAIN2"
## [13269] "SLAMF1" "SLAMF6"
## [13271] "SLAMF7" "SLAMF8"
## [13273] "SLAMF9" "SLBP"
## [13275] "SLC10A1" "SLC10A3"
## [13277] "SLC10A4" "SLC10A5"
## [13279] "SLC10A6" "SLC10A7"
## [13281] "SLC11A1" "SLC11A2"
## [13283] "SLC12A1" "SLC12A2"
## [13285] "SLC12A3" "SLC12A4"
## [13287] "SLC12A5" "SLC12A6"
## [13289] "SLC12A7" "SLC12A8"
## [13291] "SLC12A9" "SLC13A2"
## [13293] "SLC13A3" "SLC13A4"
## [13295] "SLC13A5" "SLC14A1"
## [13297] "SLC14A2" "SLC15A1"
## [13299] "SLC15A2" "SLC15A3"
## [13301] "SLC15A4" "SLC16A1"
## [13303] "SLC16A10" "SLC16A11"
## [13305] "SLC16A12" "SLC16A13"
## [13307] "SLC16A14" "SLC16A2"
## [13309] "SLC16A3" "SLC16A4"
## [13311] "SLC16A5" "SLC16A6"
## [13313] "SLC16A7" "SLC16A8"
## [13315] "SLC16A9" "SLC17A1"
## [13317] "SLC17A3" "SLC17A4"
## [13319] "SLC17A5" "SLC17A7"
## [13321] "SLC17A8" "SLC17A9"
## [13323] "SLC18A1" "SLC18A2"
## [13325] "SLC18B1" "SLC19A1"
## [13327] "SLC19A2" "SLC19A3"
## [13329] "SLC1A1" "SLC1A2"
## [13331] "SLC1A3" "SLC1A4"
## [13333] "SLC1A5" "SLC1A7"
## [13335] "SLC20A1" "SLC20A2"
## [13337] "SLC22A1" "SLC22A11"
## [13339] "SLC22A13" "SLC22A14"
## [13341] "SLC22A15" "SLC22A16"
## [13343] "SLC22A17" "SLC22A18"
## [13345] "SLC22A18AS" "SLC22A2"
## [13347] "SLC22A23" "SLC22A3"
## [13349] "SLC22A31" "SLC22A4"
## [13351] "SLC22A5" "SLC22A7"
## [13353] "SLC23A1" "SLC23A2"
## [13355] "SLC23A3" "SLC24A1"
## [13357] "SLC24A2" "SLC24A3"
## [13359] "SLC24A4" "SLC24A5"
## [13361] "SLC25A1" "SLC25A10"
## [13363] "SLC25A11" "SLC25A12"
## [13365] "SLC25A13" "SLC25A14"
## [13367] "SLC25A15" "SLC25A16"
## [13369] "SLC25A17" "SLC25A18"
## [13371] "SLC25A19" "SLC25A2"
## [13373] "SLC25A20" "SLC25A21"
## [13375] "SLC25A22" "SLC25A23"
## [13377] "SLC25A24" "SLC25A25"
## [13379] "SLC25A26" "SLC25A27"
## [13381] "SLC25A28" "SLC25A29"
## [13383] "SLC25A3" "SLC25A30"
## [13385] "SLC25A32" "SLC25A33"
## [13387] "SLC25A34" "SLC25A35"
## [13389] "SLC25A36" "SLC25A37"
## [13391] "SLC25A38" "SLC25A39"
## [13393] "SLC25A4" "SLC25A40"
## [13395] "SLC25A41" "SLC25A42"
## [13397] "SLC25A43" "SLC25A44"
## [13399] "SLC25A45" "SLC25A46"
## [13401] "SLC25A47" "SLC25A5"
## [13403] "SLC25A5-AS1" "SLC25A51"
## [13405] "SLC25A52" "SLC25A53"
## [13407] "SLC25A6" "SLC26A1"
## [13409] "SLC26A10" "SLC26A11"
## [13411] "SLC26A2" "SLC26A3"
## [13413] "SLC26A4" "SLC26A4-AS1"
## [13415] "SLC26A5" "SLC26A6"
## [13417] "SLC26A7" "SLC26A8"
## [13419] "SLC26A9" "SLC27A1"
## [13421] "SLC27A2" "SLC27A3"
## [13423] "SLC27A4" "SLC27A5"
## [13425] "SLC27A6" "SLC28A1"
## [13427] "SLC28A2" "SLC28A3"
## [13429] "SLC29A1" "SLC29A2"
## [13431] "SLC29A3" "SLC29A4"
## [13433] "SLC2A1" "SLC2A1-AS1"
## [13435] "SLC2A10" "SLC2A11"
## [13437] "SLC2A12" "SLC2A13"
## [13439] "SLC2A14" "SLC2A2"
## [13441] "SLC2A3" "SLC2A4"
## [13443] "SLC2A4RG" "SLC2A5"
## [13445] "SLC2A6" "SLC2A7"
## [13447] "SLC2A8" "SLC2A9"
## [13449] "SLC30A1" "SLC30A10"
## [13451] "SLC30A2" "SLC30A3"
## [13453] "SLC30A4" "SLC30A5"
## [13455] "SLC30A6" "SLC30A7"
## [13457] "SLC30A8" "SLC30A9"
## [13459] "SLC31A1" "SLC31A2"
## [13461] "SLC33A1" "SLC34A1"
## [13463] "SLC34A2" "SLC34A3"
## [13465] "SLC35A1" "SLC35A2"
## [13467] "SLC35A3" "SLC35A4"
## [13469] "SLC35A5" "SLC35B1"
## [13471] "SLC35B2" "SLC35B3"
## [13473] "SLC35B4" "SLC35C1"
## [13475] "SLC35C2" "SLC35D1"
## [13477] "SLC35D2" "SLC35D3"
## [13479] "SLC35E1" "SLC35E2B"
## [13481] "SLC35E3" "SLC35E4"
## [13483] "SLC35F1" "SLC35F2"
## [13485] "SLC35F3" "SLC35F4"
## [13487] "SLC35F5" "SLC35F6"
## [13489] "SLC35G1" "SLC35G2"
## [13491] "SLC35G5" "SLC36A1"
## [13493] "SLC36A2" "SLC36A3"
## [13495] "SLC36A4" "SLC37A1"
## [13497] "SLC37A2" "SLC37A3"
## [13499] "SLC37A4" "SLC38A1"
## [13501] "SLC38A10" "SLC38A11"
## [13503] "SLC38A2" "SLC38A3"
## [13505] "SLC38A4" "SLC38A5"
## [13507] "SLC38A6" "SLC38A7"
## [13509] "SLC38A8" "SLC38A9"
## [13511] "SLC39A1" "SLC39A10"
## [13513] "SLC39A11" "SLC39A12"
## [13515] "SLC39A13" "SLC39A14"
## [13517] "SLC39A2" "SLC39A3"
## [13519] "SLC39A4" "SLC39A5"
## [13521] "SLC39A6" "SLC39A7"
## [13523] "SLC39A8" "SLC39A9"
## [13525] "SLC3A1" "SLC3A2"
## [13527] "SLC40A1" "SLC41A1"
## [13529] "SLC41A2" "SLC41A3"
## [13531] "SLC43A1" "SLC43A2"
## [13533] "SLC43A3" "SLC44A1"
## [13535] "SLC44A2" "SLC44A3"
## [13537] "SLC44A4" "SLC44A5"
## [13539] "SLC45A1" "SLC45A2"
## [13541] "SLC45A3" "SLC45A4"
## [13543] "SLC46A1" "SLC46A2"
## [13545] "SLC46A3" "SLC47A1"
## [13547] "SLC47A2" "SLC48A1"
## [13549] "SLC4A1" "SLC4A10"
## [13551] "SLC4A11" "SLC4A1AP"
## [13553] "SLC4A2" "SLC4A3"
## [13555] "SLC4A4" "SLC4A5"
## [13557] "SLC4A7" "SLC4A8"
## [13559] "SLC4A9" "SLC50A1"
## [13561] "SLC51A" "SLC51B"
## [13563] "SLC52A1" "SLC52A2"
## [13565] "SLC52A3" "SLC5A1"
## [13567] "SLC5A10" "SLC5A11"
## [13569] "SLC5A2" "SLC5A3"
## [13571] "SLC5A4" "SLC5A5"
## [13573] "SLC5A6" "SLC5A8"
## [13575] "SLC5A9" "SLC6A11"
## [13577] "SLC6A12" "SLC6A13"
## [13579] "SLC6A14" "SLC6A15"
## [13581] "SLC6A16" "SLC6A17"
## [13583] "SLC6A19" "SLC6A20"
## [13585] "SLC6A3" "SLC6A4"
## [13587] "SLC6A6" "SLC6A7"
## [13589] "SLC6A8" "SLC6A9"
## [13591] "SLC7A1" "SLC7A10"
## [13593] "SLC7A11" "SLC7A11-AS1"
## [13595] "SLC7A2" "SLC7A3"
## [13597] "SLC7A4" "SLC7A5"
## [13599] "SLC7A5P2" "SLC7A6"
## [13601] "SLC7A6OS" "SLC7A7"
## [13603] "SLC7A8" "SLC7A9"
## [13605] "SLC8A1" "SLC8A1-AS1"
## [13607] "SLC8A2" "SLC8A3"
## [13609] "SLC9A1" "SLC9A2"
## [13611] "SLC9A3" "SLC9A3R1"
## [13613] "SLC9A3R2" "SLC9A4"
## [13615] "SLC9A5" "SLC9A6"
## [13617] "SLC9A7" "SLC9A7P1"
## [13619] "SLC9A8" "SLC9A9"
## [13621] "SLC9A9-AS1" "SLC9B1"
## [13623] "SLC9B2" "SLC9C1"
## [13625] "SLC9C2" "SLCO1A2"
## [13627] "SLCO1B1" "SLCO1B3"
## [13629] "SLCO1B7" "SLCO1C1"
## [13631] "SLCO2A1" "SLCO2B1"
## [13633] "SLCO3A1" "SLCO4A1"
## [13635] "SLCO4C1" "SLCO5A1"
## [13637] "SLFN11" "SLFN12"
## [13639] "SLFN12L" "SLFN13"
## [13641] "SLFN14" "SLFN5"
## [13643] "SLFNL1" "SLFNL1-AS1"
## [13645] "SLIRP" "SLIT1"
## [13647] "SLIT2" "SLIT3"
## [13649] "SLITRK3" "SLITRK4"
## [13651] "SLITRK5" "SLITRK6"
## [13653] "SLK" "SLMAP"
## [13655] "SLN" "SLPI"
## [13657] "SLTM" "SLU7"
## [13659] "SLX1A" "SLX1A-SULT1A3"
## [13661] "SLX1B" "SLX4"
## [13663] "SLX4IP" "SMAD1"
## [13665] "SMAD2" "SMAD3"
## [13667] "SMAD4" "SMAD5"
## [13669] "SMAD5-AS1" "SMAD6"
## [13671] "SMAD7" "SMAD9"
## [13673] "SMAGP" "SMAP1"
## [13675] "SMAP2" "SMARCA1"
## [13677] "SMARCA2" "SMARCA4"
## [13679] "SMARCA5" "SMARCAD1"
## [13681] "SMARCAL1" "SMARCB1"
## [13683] "SMARCC1" "SMARCC2"
## [13685] "SMARCD1" "SMARCD2"
## [13687] "SMARCD3" "SMARCE1"
## [13689] "SMC1A" "SMC1B"
## [13691] "SMC2" "SMC3"
## [13693] "SMC4" "SMC5"
## [13695] "SMC6" "SMCHD1"
## [13697] "SMCR5" "SMCR8"
## [13699] "SMG1" "SMG1P1"
## [13701] "SMG5" "SMG6"
## [13703] "SMG7" "SMG7-AS1"
## [13705] "SMG8" "SMG9"
## [13707] "SMIM1" "SMIM10"
## [13709] "SMIM12" "SMIM13"
## [13711] "SMIM14" "SMIM15"
## [13713] "SMIM17" "SMIM18"
## [13715] "SMIM3" "SMIM4"
## [13717] "SMIM5" "SMIM6"
## [13719] "SMIM7" "SMIM8"
## [13721] "SMIM9" "SMKR1"
## [13723] "SMLR1" "SMN1"
## [13725] "SMN2" "SMNDC1"
## [13727] "SMO" "SMOC1"
## [13729] "SMOC2" "SMOX"
## [13731] "SMPD1" "SMPD2"
## [13733] "SMPD3" "SMPD4"
## [13735] "SMPDL3A" "SMPDL3B"
## [13737] "SMPX" "SMR3B"
## [13739] "SMS" "SMTN"
## [13741] "SMTNL1" "SMTNL2"
## [13743] "SMU1" "SMUG1"
## [13745] "SMURF1" "SMURF2"
## [13747] "SMYD2" "SMYD3"
## [13749] "SMYD4" "SMYD5"
## [13751] "SNAI1" "SNAI2"
## [13753] "SNAI3" "SNAI3-AS1"
## [13755] "SNAP23" "SNAP25"
## [13757] "SNAP25-AS1" "SNAP29"
## [13759] "SNAP47" "SNAP91"
## [13761] "SNAPC1" "SNAPC2"
## [13763] "SNAPC3" "SNAPC4"
## [13765] "SNAPC5" "SNAPIN"
## [13767] "SNCA" "SNCAIP"
## [13769] "SNCB" "SNCG"
## [13771] "SND1" "SND1-IT1"
## [13773] "SNED1" "SNF8"
## [13775] "SNHG1" "SNHG10"
## [13777] "SNHG11" "SNHG12"
## [13779] "SNHG15" "SNHG16"
## [13781] "SNHG3" "SNHG4"
## [13783] "SNHG5" "SNHG6"
## [13785] "SNHG7" "SNHG8"
## [13787] "SNHG9" "SNIP1"
## [13789] "SNN" "SNORA1"
## [13791] "SNORA10" "SNORA11"
## [13793] "SNORA11B" "SNORA12"
## [13795] "SNORA13" "SNORA14A"
## [13797] "SNORA14B" "SNORA15"
## [13799] "SNORA16B" "SNORA18"
## [13801] "SNORA19" "SNORA20"
## [13803] "SNORA21" "SNORA22"
## [13805] "SNORA23" "SNORA24"
## [13807] "SNORA25" "SNORA26"
## [13809] "SNORA27" "SNORA28"
## [13811] "SNORA29" "SNORA2A"
## [13813] "SNORA2B" "SNORA30"
## [13815] "SNORA31" "SNORA32"
## [13817] "SNORA33" "SNORA36A"
## [13819] "SNORA37" "SNORA38B"
## [13821] "SNORA4" "SNORA40"
## [13823] "SNORA41" "SNORA44"
## [13825] "SNORA46" "SNORA47"
## [13827] "SNORA48" "SNORA49"
## [13829] "SNORA51" "SNORA52"
## [13831] "SNORA53" "SNORA54"
## [13833] "SNORA55" "SNORA56"
## [13835] "SNORA57" "SNORA58"
## [13837] "SNORA59A" "SNORA59B"
## [13839] "SNORA5A" "SNORA5B"
## [13841] "SNORA5C" "SNORA6"
## [13843] "SNORA60" "SNORA61"
## [13845] "SNORA62" "SNORA63"
## [13847] "SNORA64" "SNORA65"
## [13849] "SNORA66" "SNORA67"
## [13851] "SNORA68" "SNORA69"
## [13853] "SNORA70" "SNORA70E"
## [13855] "SNORA70F" "SNORA70G"
## [13857] "SNORA71A" "SNORA71B"
## [13859] "SNORA71C" "SNORA71D"
## [13861] "SNORA72" "SNORA74A"
## [13863] "SNORA74B" "SNORA75"
## [13865] "SNORA77" "SNORA78"
## [13867] "SNORA7B" "SNORA8"
## [13869] "SNORA80B" "SNORA81"
## [13871] "SNORA9" "SNORD10"
## [13873] "SNORD100" "SNORD101"
## [13875] "SNORD102" "SNORD104"
## [13877] "SNORD105" "SNORD11"
## [13879] "SNORD110" "SNORD111"
## [13881] "SNORD116-1" "SNORD116-13"
## [13883] "SNORD116-14" "SNORD116-18"
## [13885] "SNORD116-2" "SNORD116-20"
## [13887] "SNORD116-21" "SNORD116-22"
## [13889] "SNORD116-23" "SNORD116-24"
## [13891] "SNORD116-28" "SNORD116-4"
## [13893] "SNORD116-8" "SNORD117"
## [13895] "SNORD11B" "SNORD12"
## [13897] "SNORD121A" "SNORD121B"
## [13899] "SNORD124" "SNORD126"
## [13901] "SNORD127" "SNORD12B"
## [13903] "SNORD12C" "SNORD15A"
## [13905] "SNORD15B" "SNORD16"
## [13907] "SNORD17" "SNORD18A"
## [13909] "SNORD18B" "SNORD18C"
## [13911] "SNORD19" "SNORD19B"
## [13913] "SNORD1A" "SNORD1B"
## [13915] "SNORD1C" "SNORD2"
## [13917] "SNORD20" "SNORD21"
## [13919] "SNORD22" "SNORD23"
## [13921] "SNORD24" "SNORD25"
## [13923] "SNORD26" "SNORD27"
## [13925] "SNORD28" "SNORD30"
## [13927] "SNORD32A" "SNORD33"
## [13929] "SNORD34" "SNORD35A"
## [13931] "SNORD35B" "SNORD36A"
## [13933] "SNORD36B" "SNORD36C"
## [13935] "SNORD37" "SNORD38A"
## [13937] "SNORD42A" "SNORD42B"
## [13939] "SNORD43" "SNORD45A"
## [13941] "SNORD45B" "SNORD45C"
## [13943] "SNORD46" "SNORD48"
## [13945] "SNORD49A" "SNORD4A"
## [13947] "SNORD4B" "SNORD5"
## [13949] "SNORD50B" "SNORD51"
## [13951] "SNORD52" "SNORD53"
## [13953] "SNORD54" "SNORD55"
## [13955] "SNORD56" "SNORD56B"
## [13957] "SNORD57" "SNORD58A"
## [13959] "SNORD58C" "SNORD59A"
## [13961] "SNORD6" "SNORD60"
## [13963] "SNORD62A" "SNORD62B"
## [13965] "SNORD63" "SNORD65"
## [13967] "SNORD66" "SNORD67"
## [13969] "SNORD68" "SNORD69"
## [13971] "SNORD7" "SNORD70"
## [13973] "SNORD71" "SNORD72"
## [13975] "SNORD8" "SNORD82"
## [13977] "SNORD83A" "SNORD83B"
## [13979] "SNORD84" "SNORD87"
## [13981] "SNORD88A" "SNORD88B"
## [13983] "SNORD88C" "SNORD89"
## [13985] "SNORD9" "SNORD91A"
## [13987] "SNORD91B" "SNORD92"
## [13989] "SNORD93" "SNORD94"
## [13991] "SNORD95" "SNORD96A"
## [13993] "SNORD97" "SNORD98"
## [13995] "SNORD99" "SNPH"
## [13997] "SNRK" "SNRK-AS1"
## [13999] "SNRNP200" "SNRNP25"
## [14001] "SNRNP27" "SNRNP35"
## [14003] "SNRNP40" "SNRNP48"
## [14005] "SNRNP70" "SNRPA"
## [14007] "SNRPA1" "SNRPB"
## [14009] "SNRPB2" "SNRPC"
## [14011] "SNRPD1" "SNRPD2"
## [14013] "SNRPD3" "SNRPE"
## [14015] "SNRPF" "SNRPG"
## [14017] "SNRPN" "SNTA1"
## [14019] "SNTB1" "SNTB2"
## [14021] "SNTG2" "SNTN"
## [14023] "SNUPN" "SNURF"
## [14025] "SNW1" "SNX1"
## [14027] "SNX10" "SNX11"
## [14029] "SNX12" "SNX13"
## [14031] "SNX14" "SNX15"
## [14033] "SNX16" "SNX17"
## [14035] "SNX18" "SNX19"
## [14037] "SNX2" "SNX20"
## [14039] "SNX21" "SNX22"
## [14041] "SNX24" "SNX25"
## [14043] "SNX27" "SNX29"
## [14045] "SNX29P1" "SNX29P2"
## [14047] "SNX3" "SNX30"
## [14049] "SNX31" "SNX32"
## [14051] "SNX33" "SNX4"
## [14053] "SNX5" "SNX6"
## [14055] "SNX7" "SNX8"
## [14057] "SNX9" "SOAT1"
## [14059] "SOAT2" "SOBP"
## [14061] "SOCS1" "SOCS2"
## [14063] "SOCS2-AS1" "SOCS3"
## [14065] "SOCS4" "SOCS5"
## [14067] "SOCS6" "SOCS7"
## [14069] "SOD1" "SOD2"
## [14071] "SOD3" "SOGA1"
## [14073] "SOGA3" "SON"
## [14075] "SORBS1" "SORBS2"
## [14077] "SORBS3" "SORCS1"
## [14079] "SORCS2" "SORCS3"
## [14081] "SORD" "SORL1"
## [14083] "SORT1" "SOS1"
## [14085] "SOS2" "SOST"
## [14087] "SOSTDC1" "SOWAHA"
## [14089] "SOWAHB" "SOWAHC"
## [14091] "SOWAHD" "SOX10"
## [14093] "SOX12" "SOX13"
## [14095] "SOX15" "SOX17"
## [14097] "SOX18" "SOX2"
## [14099] "SOX2-OT" "SOX21"
## [14101] "SOX30" "SOX4"
## [14103] "SOX5" "SOX6"
## [14105] "SOX7" "SOX8"
## [14107] "SOX9" "SP1"
## [14109] "SP100" "SP110"
## [14111] "SP140" "SP140L"
## [14113] "SP2" "SP3"
## [14115] "SP4" "SP5"
## [14117] "SP6" "SP7"
## [14119] "SP8" "SP9"
## [14121] "SPA17" "SPACA4"
## [14123] "SPAG1" "SPAG16"
## [14125] "SPAG17" "SPAG4"
## [14127] "SPAG5" "SPAG5-AS1"
## [14129] "SPAG6" "SPAG7"
## [14131] "SPAG8" "SPAG9"
## [14133] "SPANXA2-OT1" "SPARC"
## [14135] "SPARCL1" "SPAST"
## [14137] "SPATA12" "SPATA13"
## [14139] "SPATA13-AS1" "SPATA17"
## [14141] "SPATA18" "SPATA2"
## [14143] "SPATA20" "SPATA21"
## [14145] "SPATA22" "SPATA24"
## [14147] "SPATA25" "SPATA2L"
## [14149] "SPATA3" "SPATA31C1"
## [14151] "SPATA31E1" "SPATA32"
## [14153] "SPATA4" "SPATA5"
## [14155] "SPATA5L1" "SPATA6"
## [14157] "SPATA6L" "SPATA9"
## [14159] "SPATC1" "SPATC1L"
## [14161] "SPATS2" "SPATS2L"
## [14163] "SPC24" "SPC25"
## [14165] "SPCS1" "SPCS2"
## [14167] "SPCS3" "SPDEF"
## [14169] "SPDL1" "SPDYA"
## [14171] "SPDYC" "SPDYE1"
## [14173] "SPDYE2" "SPDYE3"
## [14175] "SPDYE4" "SPDYE5"
## [14177] "SPDYE6" "SPDYE7P"
## [14179] "SPECC1" "SPECC1L"
## [14181] "SPEF1" "SPEF2"
## [14183] "SPEG" "SPEN"
## [14185] "SPESP1" "SPG11"
## [14187] "SPG21" "SPG7"
## [14189] "SPHK1" "SPHK2"
## [14191] "SPI1" "SPIB"
## [14193] "SPICE1" "SPIN1"
## [14195] "SPIN2A" "SPIN2B"
## [14197] "SPIN3" "SPIN4"
## [14199] "SPINK1" "SPINK13"
## [14201] "SPINK2" "SPINK4"
## [14203] "SPINK5" "SPINK6"
## [14205] "SPINK7" "SPINK8"
## [14207] "SPINK9" "SPINT1"
## [14209] "SPINT2" "SPIRE1"
## [14211] "SPIRE2" "SPN"
## [14213] "SPNS1" "SPNS2"
## [14215] "SPNS3" "SPOCD1"
## [14217] "SPOCK1" "SPOCK2"
## [14219] "SPOCK3" "SPON1"
## [14221] "SPON2" "SPOP"
## [14223] "SPOPL" "SPP1"
## [14225] "SPPL2A" "SPPL2B"
## [14227] "SPPL3" "SPR"
## [14229] "SPRED1" "SPRED2"
## [14231] "SPRED3" "SPRN"
## [14233] "SPRR1A" "SPRR1B"
## [14235] "SPRR2A" "SPRR2D"
## [14237] "SPRR2E" "SPRR2G"
## [14239] "SPRR3" "SPRTN"
## [14241] "SPRY1" "SPRY2"
## [14243] "SPRY3" "SPRY4"
## [14245] "SPRYD3" "SPRYD4"
## [14247] "SPRYD7" "SPSB1"
## [14249] "SPSB2" "SPSB3"
## [14251] "SPSB4" "SPTA1"
## [14253] "SPTAN1" "SPTB"
## [14255] "SPTBN1" "SPTBN2"
## [14257] "SPTBN5" "SPTLC1"
## [14259] "SPTLC2" "SPTLC3"
## [14261] "SPTSSA" "SPTSSB"
## [14263] "SPTY2D1" "SQLE"
## [14265] "SQSTM1" "SRA1"
## [14267] "SRBD1" "SRC"
## [14269] "SRCAP" "SRCIN1"
## [14271] "SRD5A1" "SRD5A2"
## [14273] "SRD5A3" "SRD5A3-AS1"
## [14275] "SREBF1" "SREBF2"
## [14277] "SREK1" "SREK1IP1"
## [14279] "SRF" "SRFBP1"
## [14281] "SRGAP1" "SRGAP2"
## [14283] "SRGAP2B" "SRGAP2C"
## [14285] "SRGAP2D" "SRGAP3"
## [14287] "SRGN" "SRI"
## [14289] "SRL" "SRM"
## [14291] "SRMS" "SRP14"
## [14293] "SRP19" "SRP54"
## [14295] "SRP68" "SRP72"
## [14297] "SRP9" "SRPK1"
## [14299] "SRPK2" "SRPK3"
## [14301] "SRPRB" "SRPX"
## [14303] "SRPX2" "SRR"
## [14305] "SRRD" "SRRM1"
## [14307] "SRRM2" "SRRM2-AS1"
## [14309] "SRRM3" "SRRM5"
## [14311] "SRRT" "SRSF1"
## [14313] "SRSF10" "SRSF11"
## [14315] "SRSF12" "SRSF2"
## [14317] "SRSF3" "SRSF4"
## [14319] "SRSF5" "SRSF6"
## [14321] "SRSF7" "SRSF8"
## [14323] "SRSF9" "SRXN1"
## [14325] "SS18" "SS18L1"
## [14327] "SS18L2" "SSB"
## [14329] "SSBP1" "SSBP2"
## [14331] "SSBP3" "SSBP4"
## [14333] "SSC5D" "SSH1"
## [14335] "SSH2" "SSH3"
## [14337] "SSNA1" "SSPN"
## [14339] "SSR1" "SSR2"
## [14341] "SSR3" "SSR4"
## [14343] "SSR4P1" "SSRP1"
## [14345] "SSTR1" "SSTR2"
## [14347] "SSTR3" "SSTR5"
## [14349] "SSTR5-AS1" "SSU72"
## [14351] "SSUH2" "SSX2IP"
## [14353] "ST13" "ST13P4"
## [14355] "ST14" "ST18"
## [14357] "ST20" "ST20-MTHFS"
## [14359] "ST3GAL1" "ST3GAL2"
## [14361] "ST3GAL3" "ST3GAL4"
## [14363] "ST3GAL5" "ST3GAL6"
## [14365] "ST3GAL6-AS1" "ST6GAL1"
## [14367] "ST6GAL2" "ST6GALNAC1"
## [14369] "ST6GALNAC2" "ST6GALNAC3"
## [14371] "ST6GALNAC4" "ST6GALNAC5"
## [14373] "ST6GALNAC6" "ST7"
## [14375] "ST7-AS1" "ST7-AS2"
## [14377] "ST7-OT4" "ST7L"
## [14379] "ST8SIA1" "ST8SIA2"
## [14381] "ST8SIA4" "ST8SIA5"
## [14383] "ST8SIA6" "ST8SIA6-AS1"
## [14385] "STAB1" "STAB2"
## [14387] "STAC" "STAC2"
## [14389] "STAC3" "STAG1"
## [14391] "STAG2" "STAG3"
## [14393] "STAG3L1" "STAG3L2"
## [14395] "STAG3L3" "STAG3L4"
## [14397] "STAM" "STAM2"
## [14399] "STAMBP" "STAMBPL1"
## [14401] "STAP1" "STAP2"
## [14403] "STAR" "STARD13"
## [14405] "STARD13-AS" "STARD3"
## [14407] "STARD3NL" "STARD4"
## [14409] "STARD4-AS1" "STARD5"
## [14411] "STARD6" "STARD7"
## [14413] "STARD8" "STARD9"
## [14415] "STAT1" "STAT2"
## [14417] "STAT3" "STAT4"
## [14419] "STAT5A" "STAT5B"
## [14421] "STAT6" "STATH"
## [14423] "STAU1" "STAU2"
## [14425] "STAU2-AS1" "STBD1"
## [14427] "STC1" "STC2"
## [14429] "STEAP1" "STEAP1B"
## [14431] "STEAP2" "STEAP3"
## [14433] "STEAP4" "STIL"
## [14435] "STIM1" "STIM2"
## [14437] "STIP1" "STK10"
## [14439] "STK11" "STK11IP"
## [14441] "STK16" "STK17A"
## [14443] "STK17B" "STK19"
## [14445] "STK24" "STK25"
## [14447] "STK3" "STK31"
## [14449] "STK32A" "STK32B"
## [14451] "STK32C" "STK33"
## [14453] "STK35" "STK36"
## [14455] "STK38" "STK38L"
## [14457] "STK39" "STK4"
## [14459] "STK4-AS1" "STK40"
## [14461] "STMN1" "STMN3"
## [14463] "STMN4" "STMND1"
## [14465] "STOM" "STOML1"
## [14467] "STOML2" "STOML3"
## [14469] "STON1" "STON1-GTF2A1L"
## [14471] "STON2" "STOX1"
## [14473] "STOX2" "STPG1"
## [14475] "STPG2" "STRA6"
## [14477] "STRADA" "STRADB"
## [14479] "STRAP" "STRBP"
## [14481] "STRC" "STRIP1"
## [14483] "STRIP2" "STRN"
## [14485] "STRN3" "STRN4"
## [14487] "STS" "STT3A"
## [14489] "STT3B" "STUB1"
## [14491] "STX10" "STX11"
## [14493] "STX12" "STX16"
## [14495] "STX16-NPEPL1" "STX17"
## [14497] "STX18" "STX19"
## [14499] "STX1A" "STX1B"
## [14501] "STX2" "STX3"
## [14503] "STX4" "STX5"
## [14505] "STX6" "STX7"
## [14507] "STX8" "STXBP1"
## [14509] "STXBP2" "STXBP3"
## [14511] "STXBP4" "STXBP5"
## [14513] "STXBP5-AS1" "STXBP5L"
## [14515] "STXBP6" "STYK1"
## [14517] "STYX" "STYXL1"
## [14519] "SUB1" "SUCLA2"
## [14521] "SUCLG1" "SUCLG2"
## [14523] "SUCNR1" "SUCO"
## [14525] "SUDS3" "SUFU"
## [14527] "SUGP1" "SUGP2"
## [14529] "SUGT1" "SUGT1P1"
## [14531] "SUGT1P3" "SULF1"
## [14533] "SULF2" "SULT1A1"
## [14535] "SULT1A2" "SULT1A3"
## [14537] "SULT1B1" "SULT1C2"
## [14539] "SULT1C2P1" "SULT1C4"
## [14541] "SULT1E1" "SULT2B1"
## [14543] "SULT4A1" "SUMF1"
## [14545] "SUMF2" "SUMO1"
## [14547] "SUMO1P1" "SUMO1P3"
## [14549] "SUMO2" "SUMO3"
## [14551] "SUMO4" "SUN1"
## [14553] "SUN2" "SUN3"
## [14555] "SUOX" "SUPT16H"
## [14557] "SUPT20H" "SUPT3H"
## [14559] "SUPT4H1" "SUPT5H"
## [14561] "SUPT6H" "SUPT7L"
## [14563] "SUPV3L1" "SURF1"
## [14565] "SURF2" "SURF4"
## [14567] "SURF6" "SUSD1"
## [14569] "SUSD2" "SUSD3"
## [14571] "SUSD4" "SUSD5"
## [14573] "SUV39H1" "SUV39H2"
## [14575] "SUZ12" "SUZ12P1"
## [14577] "SV2A" "SV2B"
## [14579] "SV2C" "SVEP1"
## [14581] "SVIL" "SVIP"
## [14583] "SVOPL" "SWAP70"
## [14585] "SWI5" "SWSAP1"
## [14587] "SWT1" "SYAP1"
## [14589] "SYBU" "SYCE1"
## [14591] "SYCE1L" "SYCE2"
## [14593] "SYCE3" "SYCP2"
## [14595] "SYCP2L" "SYCP3"
## [14597] "SYDE1" "SYDE2"
## [14599] "SYF2" "SYK"
## [14601] "SYMPK" "SYN1"
## [14603] "SYN2" "SYN3"
## [14605] "SYNC" "SYNCRIP"
## [14607] "SYNDIG1" "SYNDIG1L"
## [14609] "SYNE1" "SYNE2"
## [14611] "SYNE3" "SYNE4"
## [14613] "SYNGAP1" "SYNGR1"
## [14615] "SYNGR2" "SYNGR3"
## [14617] "SYNGR4" "SYNJ1"
## [14619] "SYNJ2" "SYNJ2-IT1"
## [14621] "SYNJ2BP" "SYNJ2BP-COX16"
## [14623] "SYNM" "SYNPO"
## [14625] "SYNPO2" "SYNPO2L"
## [14627] "SYNPR" "SYNPR-AS1"
## [14629] "SYNRG" "SYP"
## [14631] "SYPL1" "SYPL2"
## [14633] "SYS1" "SYS1-DBNDD2"
## [14635] "SYT1" "SYT10"
## [14637] "SYT11" "SYT12"
## [14639] "SYT13" "SYT14"
## [14641] "SYT15" "SYT16"
## [14643] "SYT17" "SYT2"
## [14645] "SYT3" "SYT4"
## [14647] "SYT5" "SYT6"
## [14649] "SYT7" "SYT8"
## [14651] "SYT9" "SYTL1"
## [14653] "SYTL2" "SYTL3"
## [14655] "SYTL4" "SYTL5"
## [14657] "SYVN1" "SZRD1"
## [14659] "SZT2" "TAAR1"
## [14661] "TAB1" "TAB2"
## [14663] "TAB3" "TAC1"
## [14665] "TAC3" "TAC4"
## [14667] "TACC1" "TACC2"
## [14669] "TACC3" "TACO1"
## [14671] "TACR1" "TACR2"
## [14673] "TACSTD2" "TADA1"
## [14675] "TADA2A" "TADA2B"
## [14677] "TADA3" "TAF1"
## [14679] "TAF10" "TAF11"
## [14681] "TAF12" "TAF13"
## [14683] "TAF15" "TAF1A"
## [14685] "TAF1B" "TAF1C"
## [14687] "TAF1D" "TAF1L"
## [14689] "TAF2" "TAF3"
## [14691] "TAF4" "TAF4B"
## [14693] "TAF5" "TAF5L"
## [14695] "TAF6" "TAF6L"
## [14697] "TAF7" "TAF7L"
## [14699] "TAF8" "TAF9"
## [14701] "TAF9B" "TAGAP"
## [14703] "TAGLN" "TAGLN2"
## [14705] "TAGLN3" "TAL1"
## [14707] "TAL2" "TALDO1"
## [14709] "TAMM41" "TANC1"
## [14711] "TANC2" "TANGO2"
## [14713] "TANGO6" "TANK"
## [14715] "TAOK1" "TAOK2"
## [14717] "TAOK3" "TAP1"
## [14719] "TAP2" "TAPBP"
## [14721] "TAPBPL" "TAPT1"
## [14723] "TAPT1-AS1" "TARBP1"
## [14725] "TARBP2" "TARDBP"
## [14727] "TARM1" "TARS2"
## [14729] "TAS1R1" "TAS1R2"
## [14731] "TAS1R3" "TAS2R10"
## [14733] "TAS2R14" "TAS2R19"
## [14735] "TAS2R20" "TAS2R3"
## [14737] "TAS2R30" "TAS2R31"
## [14739] "TAS2R4" "TAS2R40"
## [14741] "TAS2R5" "TASP1"
## [14743] "TAT" "TATDN1"
## [14745] "TATDN2" "TATDN3"
## [14747] "TAX1BP1" "TAX1BP3"
## [14749] "TAZ" "TBC1D1"
## [14751] "TBC1D10A" "TBC1D10B"
## [14753] "TBC1D10C" "TBC1D12"
## [14755] "TBC1D13" "TBC1D14"
## [14757] "TBC1D15" "TBC1D16"
## [14759] "TBC1D17" "TBC1D19"
## [14761] "TBC1D2" "TBC1D20"
## [14763] "TBC1D22A" "TBC1D22B"
## [14765] "TBC1D23" "TBC1D24"
## [14767] "TBC1D25" "TBC1D26"
## [14769] "TBC1D2B" "TBC1D30"
## [14771] "TBC1D3G" "TBC1D3P1-DHX40P1"
## [14773] "TBC1D4" "TBC1D5"
## [14775] "TBC1D7" "TBC1D8"
## [14777] "TBC1D8B" "TBC1D9"
## [14779] "TBC1D9B" "TBCA"
## [14781] "TBCB" "TBCC"
## [14783] "TBCCD1" "TBCD"
## [14785] "TBCEL" "TBCK"
## [14787] "TBK1" "TBKBP1"
## [14789] "TBL1X" "TBL1XR1"
## [14791] "TBL2" "TBL3"
## [14793] "TBP" "TBPL1"
## [14795] "TBPL2" "TBR1"
## [14797] "TBRG1" "TBRG4"
## [14799] "TBX1" "TBX15"
## [14801] "TBX18" "TBX19"
## [14803] "TBX2" "TBX20"
## [14805] "TBX21" "TBX3"
## [14807] "TBX4" "TBX6"
## [14809] "TBXA2R" "TBXAS1"
## [14811] "TC2N" "TCAIM"
## [14813] "TCAM1P" "TCAP"
## [14815] "TCEA1" "TCEA2"
## [14817] "TCEA3" "TCEAL1"
## [14819] "TCEAL2" "TCEAL3"
## [14821] "TCEAL4" "TCEAL8"
## [14823] "TCEANC" "TCEANC2"
## [14825] "TCERG1" "TCERG1L"
## [14827] "TCF12" "TCF19"
## [14829] "TCF20" "TCF21"
## [14831] "TCF24" "TCF25"
## [14833] "TCF3" "TCF4"
## [14835] "TCF7" "TCF7L1"
## [14837] "TCF7L2" "TCFL5"
## [14839] "TCHH" "TCHP"
## [14841] "TCIRG1" "TCL1A"
## [14843] "TCL1B" "TCL6"
## [14845] "TCN1" "TCN2"
## [14847] "TCOF1" "TCP1"
## [14849] "TCP10L" "TCP10L2"
## [14851] "TCP11" "TCP11L1"
## [14853] "TCP11L2" "TCTA"
## [14855] "TCTE1" "TCTE3"
## [14857] "TCTEX1D1" "TCTEX1D2"
## [14859] "TCTEX1D4" "TCTN1"
## [14861] "TCTN2" "TCTN3"
## [14863] "TDG" "TDH"
## [14865] "TDO2" "TDP1"
## [14867] "TDP2" "TDRD1"
## [14869] "TDRD10" "TDRD12"
## [14871] "TDRD3" "TDRD5"
## [14873] "TDRD6" "TDRD7"
## [14875] "TDRD9" "TDRG1"
## [14877] "TDRKH" "TEAD1"
## [14879] "TEAD2" "TEAD3"
## [14881] "TEAD4" "TEC"
## [14883] "TECPR1" "TECPR2"
## [14885] "TECR" "TECTA"
## [14887] "TECTB" "TEDDM1"
## [14889] "TEF" "TEFM"
## [14891] "TEK" "TEKT1"
## [14893] "TEKT2" "TEKT3"
## [14895] "TEKT4" "TEKT4P2"
## [14897] "TEKT5" "TELO2"
## [14899] "TEN1" "TEN1-CDK3"
## [14901] "TENM1" "TENM2"
## [14903] "TENM3" "TENM4"
## [14905] "TEP1" "TEPP"
## [14907] "TERC" "TERF1"
## [14909] "TERF2" "TERF2IP"
## [14911] "TERT" "TES"
## [14913] "TESC" "TESK1"
## [14915] "TESK2" "TESPA1"
## [14917] "TET1" "TET2"
## [14919] "TET3" "TEX10"
## [14921] "TEX101" "TEX11"
## [14923] "TEX12" "TEX14"
## [14925] "TEX15" "TEX19"
## [14927] "TEX2" "TEX21P"
## [14929] "TEX22" "TEX26"
## [14931] "TEX26-AS1" "TEX261"
## [14933] "TEX264" "TEX29"
## [14935] "TEX30" "TEX38"
## [14937] "TEX9" "TF"
## [14939] "TFAM" "TFAMP1"
## [14941] "TFAP2A" "TFAP2C"
## [14943] "TFAP2E" "TFAP4"
## [14945] "TFB1M" "TFB2M"
## [14947] "TFCP2" "TFCP2L1"
## [14949] "TFDP1" "TFDP2"
## [14951] "TFDP3" "TFE3"
## [14953] "TFEB" "TFEC"
## [14955] "TFF1" "TFF2"
## [14957] "TFF3" "TFG"
## [14959] "TFIP11" "TFPI"
## [14961] "TFPI2" "TFPT"
## [14963] "TFR2" "TFRC"
## [14965] "TG" "TGDS"
## [14967] "TGFA" "TGFB1"
## [14969] "TGFB1I1" "TGFB2"
## [14971] "TGFB3" "TGFBI"
## [14973] "TGFBR1" "TGFBR2"
## [14975] "TGFBR3" "TGFBR3L"
## [14977] "TGFBRAP1" "TGIF1"
## [14979] "TGIF2" "TGM1"
## [14981] "TGM2" "TGM3"
## [14983] "TGM4" "TGOLN2"
## [14985] "TGS1" "TH"
## [14987] "THADA" "THAP1"
## [14989] "THAP10" "THAP11"
## [14991] "THAP2" "THAP3"
## [14993] "THAP4" "THAP5"
## [14995] "THAP6" "THAP7"
## [14997] "THAP7-AS1" "THAP8"
## [14999] "THAP9" "THAP9-AS1"
## [15001] "THBD" "THBS1"
## [15003] "THBS2" "THBS3"
## [15005] "THBS4" "THEG"
## [15007] "THEGL" "THEM4"
## [15009] "THEM5" "THEM6"
## [15011] "THEMIS" "THEMIS2"
## [15013] "THG1L" "THNSL1"
## [15015] "THNSL2" "THOC1"
## [15017] "THOC2" "THOC3"
## [15019] "THOC5" "THOC6"
## [15021] "THOC7" "THOP1"
## [15023] "THPO" "THRA"
## [15025] "THRAP3" "THRB"
## [15027] "THRB-AS1" "THRSP"
## [15029] "THSD1" "THSD4"
## [15031] "THSD7A" "THTPA"
## [15033] "THUMPD1" "THUMPD2"
## [15035] "THUMPD3" "THY1"
## [15037] "THYN1" "TIA1"
## [15039] "TIAF1" "TIAL1"
## [15041] "TIAM1" "TIAM2"
## [15043] "TICAM1" "TICAM2"
## [15045] "TICRR" "TIE1"
## [15047] "TIFA" "TIFAB"
## [15049] "TIGD1" "TIGD2"
## [15051] "TIGD3" "TIGD4"
## [15053] "TIGD5" "TIGD6"
## [15055] "TIGD7" "TIGIT"
## [15057] "TIMD4" "TIMELESS"
## [15059] "TIMM10" "TIMM10B"
## [15061] "TIMM13" "TIMM17A"
## [15063] "TIMM17B" "TIMM21"
## [15065] "TIMM22" "TIMM23"
## [15067] "TIMM44" "TIMM50"
## [15069] "TIMM8A" "TIMM8B"
## [15071] "TIMM9" "TIMMDC1"
## [15073] "TIMP1" "TIMP2"
## [15075] "TIMP3" "TIMP4"
## [15077] "TINAG" "TINAGL1"
## [15079] "TINCR" "TINF2"
## [15081] "TIPARP" "TIPARP-AS1"
## [15083] "TIPIN" "TIPRL"
## [15085] "TIRAP" "TJAP1"
## [15087] "TJP1" "TJP2"
## [15089] "TJP3" "TK1"
## [15091] "TK2" "TKT"
## [15093] "TKTL1" "TKTL2"
## [15095] "TLCD1" "TLCD2"
## [15097] "TLE1" "TLE2"
## [15099] "TLE3" "TLE4"
## [15101] "TLE6" "TLK1"
## [15103] "TLK2" "TLL1"
## [15105] "TLL2" "TLN1"
## [15107] "TLN2" "TLR1"
## [15109] "TLR10" "TLR2"
## [15111] "TLR3" "TLR4"
## [15113] "TLR5" "TLR6"
## [15115] "TLR7" "TLR8"
## [15117] "TLR8-AS1" "TLR9"
## [15119] "TLX2" "TLX3"
## [15121] "TM2D1" "TM2D2"
## [15123] "TM2D3" "TM4SF1"
## [15125] "TM4SF18" "TM4SF19"
## [15127] "TM4SF20" "TM4SF4"
## [15129] "TM4SF5" "TM6SF1"
## [15131] "TM6SF2" "TM7SF2"
## [15133] "TM7SF3" "TM9SF1"
## [15135] "TM9SF2" "TM9SF3"
## [15137] "TM9SF4" "TMA16"
## [15139] "TMA7" "TMBIM1"
## [15141] "TMBIM4" "TMBIM6"
## [15143] "TMC1" "TMC2"
## [15145] "TMC3" "TMC4"
## [15147] "TMC5" "TMC6"
## [15149] "TMC7" "TMC8"
## [15151] "TMCC1" "TMCC2"
## [15153] "TMCC3" "TMCO1"
## [15155] "TMCO2" "TMCO3"
## [15157] "TMCO4" "TMCO6"
## [15159] "TMED1" "TMED10"
## [15161] "TMED10P1" "TMED11P"
## [15163] "TMED2" "TMED3"
## [15165] "TMED4" "TMED5"
## [15167] "TMED6" "TMED7"
## [15169] "TMED7-TICAM2" "TMED8"
## [15171] "TMED9" "TMEFF1"
## [15173] "TMEFF2" "TMEM101"
## [15175] "TMEM102" "TMEM104"
## [15177] "TMEM106A" "TMEM106B"
## [15179] "TMEM106C" "TMEM107"
## [15181] "TMEM108" "TMEM109"
## [15183] "TMEM11" "TMEM115"
## [15185] "TMEM116" "TMEM117"
## [15187] "TMEM119" "TMEM120A"
## [15189] "TMEM120B" "TMEM121"
## [15191] "TMEM123" "TMEM125"
## [15193] "TMEM126A" "TMEM126B"
## [15195] "TMEM127" "TMEM128"
## [15197] "TMEM129" "TMEM130"
## [15199] "TMEM131" "TMEM132A"
## [15201] "TMEM132B" "TMEM132C"
## [15203] "TMEM132D" "TMEM132E"
## [15205] "TMEM134" "TMEM135"
## [15207] "TMEM138" "TMEM139"
## [15209] "TMEM140" "TMEM141"
## [15211] "TMEM143" "TMEM144"
## [15213] "TMEM145" "TMEM147"
## [15215] "TMEM14A" "TMEM14B"
## [15217] "TMEM14C" "TMEM150A"
## [15219] "TMEM150B" "TMEM150C"
## [15221] "TMEM151A" "TMEM151B"
## [15223] "TMEM154" "TMEM155"
## [15225] "TMEM156" "TMEM158"
## [15227] "TMEM159" "TMEM160"
## [15229] "TMEM161A" "TMEM161B"
## [15231] "TMEM161B-AS1" "TMEM163"
## [15233] "TMEM164" "TMEM165"
## [15235] "TMEM167A" "TMEM167B"
## [15237] "TMEM168" "TMEM169"
## [15239] "TMEM17" "TMEM170A"
## [15241] "TMEM170B" "TMEM171"
## [15243] "TMEM175" "TMEM176A"
## [15245] "TMEM176B" "TMEM177"
## [15247] "TMEM178A" "TMEM178B"
## [15249] "TMEM179B" "TMEM18"
## [15251] "TMEM181" "TMEM182"
## [15253] "TMEM183A" "TMEM183B"
## [15255] "TMEM184A" "TMEM184B"
## [15257] "TMEM184C" "TMEM185A"
## [15259] "TMEM185B" "TMEM186"
## [15261] "TMEM187" "TMEM189"
## [15263] "TMEM19" "TMEM190"
## [15265] "TMEM191A" "TMEM191B"
## [15267] "TMEM191C" "TMEM192"
## [15269] "TMEM198" "TMEM198B"
## [15271] "TMEM199" "TMEM200A"
## [15273] "TMEM200B" "TMEM201"
## [15275] "TMEM203" "TMEM204"
## [15277] "TMEM205" "TMEM207"
## [15279] "TMEM208" "TMEM209"
## [15281] "TMEM211" "TMEM212"
## [15283] "TMEM213" "TMEM214"
## [15285] "TMEM216" "TMEM217"
## [15287] "TMEM218" "TMEM219"
## [15289] "TMEM220" "TMEM220-AS1"
## [15291] "TMEM221" "TMEM222"
## [15293] "TMEM223" "TMEM229B"
## [15295] "TMEM230" "TMEM231"
## [15297] "TMEM232" "TMEM233"
## [15299] "TMEM234" "TMEM236"
## [15301] "TMEM237" "TMEM238"
## [15303] "TMEM239" "TMEM240"
## [15305] "TMEM241" "TMEM242"
## [15307] "TMEM243" "TMEM244"
## [15309] "TMEM245" "TMEM248"
## [15311] "TMEM249" "TMEM25"
## [15313] "TMEM251" "TMEM252"
## [15315] "TMEM253" "TMEM254"
## [15317] "TMEM254-AS1" "TMEM255A"
## [15319] "TMEM255B" "TMEM256"
## [15321] "TMEM258" "TMEM259"
## [15323] "TMEM26" "TMEM30A"
## [15325] "TMEM30B" "TMEM31"
## [15327] "TMEM33" "TMEM37"
## [15329] "TMEM38A" "TMEM38B"
## [15331] "TMEM39A" "TMEM39B"
## [15333] "TMEM40" "TMEM41A"
## [15335] "TMEM41B" "TMEM42"
## [15337] "TMEM43" "TMEM44"
## [15339] "TMEM44-AS1" "TMEM45A"
## [15341] "TMEM45B" "TMEM47"
## [15343] "TMEM50A" "TMEM50B"
## [15345] "TMEM51" "TMEM51-AS1"
## [15347] "TMEM52" "TMEM52B"
## [15349] "TMEM53" "TMEM54"
## [15351] "TMEM59" "TMEM59L"
## [15353] "TMEM60" "TMEM61"
## [15355] "TMEM62" "TMEM63A"
## [15357] "TMEM63B" "TMEM63C"
## [15359] "TMEM64" "TMEM65"
## [15361] "TMEM67" "TMEM68"
## [15363] "TMEM69" "TMEM70"
## [15365] "TMEM71" "TMEM72"
## [15367] "TMEM72-AS1" "TMEM74"
## [15369] "TMEM74B" "TMEM79"
## [15371] "TMEM80" "TMEM81"
## [15373] "TMEM86A" "TMEM86B"
## [15375] "TMEM87A" "TMEM87B"
## [15377] "TMEM88" "TMEM89"
## [15379] "TMEM8B" "TMEM9"
## [15381] "TMEM92" "TMEM97"
## [15383] "TMEM98" "TMEM99"
## [15385] "TMEM9B" "TMEM9B-AS1"
## [15387] "TMF1" "TMIE"
## [15389] "TMIGD2" "TMLHE"
## [15391] "TMLHE-AS1" "TMOD1"
## [15393] "TMOD2" "TMOD3"
## [15395] "TMOD4" "TMPO"
## [15397] "TMPO-AS1" "TMPPE"
## [15399] "TMPRSS11B" "TMPRSS11D"
## [15401] "TMPRSS11E" "TMPRSS12"
## [15403] "TMPRSS13" "TMPRSS2"
## [15405] "TMPRSS3" "TMPRSS4"
## [15407] "TMPRSS5" "TMPRSS6"
## [15409] "TMPRSS7" "TMPRSS9"
## [15411] "TMSB10" "TMSB15A"
## [15413] "TMSB15B" "TMSB4X"
## [15415] "TMSB4Y" "TMTC1"
## [15417] "TMTC2" "TMTC3"
## [15419] "TMTC4" "TMUB1"
## [15421] "TMUB2" "TMX1"
## [15423] "TMX2" "TMX3"
## [15425] "TMX4" "TNC"
## [15427] "TNF" "TNFAIP1"
## [15429] "TNFAIP2" "TNFAIP3"
## [15431] "TNFAIP6" "TNFAIP8"
## [15433] "TNFAIP8L1" "TNFAIP8L2"
## [15435] "TNFAIP8L3" "TNFRSF10A"
## [15437] "TNFRSF10B" "TNFRSF10C"
## [15439] "TNFRSF10D" "TNFRSF11A"
## [15441] "TNFRSF11B" "TNFRSF12A"
## [15443] "TNFRSF13B" "TNFRSF13C"
## [15445] "TNFRSF14" "TNFRSF17"
## [15447] "TNFRSF18" "TNFRSF19"
## [15449] "TNFRSF1A" "TNFRSF1B"
## [15451] "TNFRSF21" "TNFRSF25"
## [15453] "TNFRSF4" "TNFRSF8"
## [15455] "TNFRSF9" "TNFSF10"
## [15457] "TNFSF11" "TNFSF12"
## [15459] "TNFSF12-TNFSF13" "TNFSF13"
## [15461] "TNFSF13B" "TNFSF14"
## [15463] "TNFSF15" "TNFSF18"
## [15465] "TNFSF4" "TNFSF8"
## [15467] "TNFSF9" "TNIK"
## [15469] "TNIP1" "TNIP2"
## [15471] "TNIP3" "TNK1"
## [15473] "TNK2" "TNKS"
## [15475] "TNKS1BP1" "TNKS2"
## [15477] "TNN" "TNNC1"
## [15479] "TNNC2" "TNNI1"
## [15481] "TNNI2" "TNNI3"
## [15483] "TNNT1" "TNNT2"
## [15485] "TNNT3" "TNPO1"
## [15487] "TNPO2" "TNPO3"
## [15489] "TNR" "TNRC18"
## [15491] "TNRC18P1" "TNRC6A"
## [15493] "TNRC6B" "TNRC6C"
## [15495] "TNS1" "TNS3"
## [15497] "TNS4" "TNXA"
## [15499] "TNXB" "TOB1"
## [15501] "TOB1-AS1" "TOB2"
## [15503] "TOB2P1" "TOE1"
## [15505] "TOLLIP" "TOM1"
## [15507] "TOM1L1" "TOM1L2"
## [15509] "TOMM20" "TOMM20L"
## [15511] "TOMM22" "TOMM34"
## [15513] "TOMM40" "TOMM40L"
## [15515] "TOMM5" "TOMM6"
## [15517] "TOMM7" "TONSL"
## [15519] "TOP1" "TOP1MT"
## [15521] "TOP2A" "TOP2B"
## [15523] "TOP3A" "TOP3B"
## [15525] "TOPBP1" "TOPORS"
## [15527] "TOR1A" "TOR1AIP1"
## [15529] "TOR1AIP2" "TOR1B"
## [15531] "TOR2A" "TOR3A"
## [15533] "TOR4A" "TOX"
## [15535] "TOX2" "TOX3"
## [15537] "TOX4" "TP53"
## [15539] "TP53AIP1" "TP53BP1"
## [15541] "TP53BP2" "TP53I11"
## [15543] "TP53I13" "TP53I3"
## [15545] "TP53INP1" "TP53INP2"
## [15547] "TP53RK" "TP53TG1"
## [15549] "TP53TG3D" "TP53TG5"
## [15551] "TP63" "TP73"
## [15553] "TP73-AS1" "TPBG"
## [15555] "TPBGL" "TPCN1"
## [15557] "TPCN2" "TPD52"
## [15559] "TPD52L1" "TPD52L2"
## [15561] "TPGS1" "TPGS2"
## [15563] "TPH1" "TPH2"
## [15565] "TPI1" "TPI1P2"
## [15567] "TPI1P3" "TPK1"
## [15569] "TPM1" "TPM2"
## [15571] "TPM3" "TPM3P9"
## [15573] "TPM4" "TPMT"
## [15575] "TPO" "TPP1"
## [15577] "TPP2" "TPPP"
## [15579] "TPPP3" "TPR"
## [15581] "TPRA1" "TPRG1"
## [15583] "TPRG1L" "TPRKB"
## [15585] "TPRN" "TPRXL"
## [15587] "TPSAB1" "TPSB2"
## [15589] "TPSD1" "TPSG1"
## [15591] "TPST1" "TPST2"
## [15593] "TPT1" "TPT1-AS1"
## [15595] "TPTE2" "TPTE2P1"
## [15597] "TPTE2P5" "TPTE2P6"
## [15599] "TPTEP1" "TPX2"
## [15601] "TRA2A" "TRA2B"
## [15603] "TRABD" "TRABD2A"
## [15605] "TRABD2B" "TRADD"
## [15607] "TRAF1" "TRAF2"
## [15609] "TRAF3" "TRAF3IP1"
## [15611] "TRAF3IP2" "TRAF3IP2-AS1"
## [15613] "TRAF3IP3" "TRAF4"
## [15615] "TRAF5" "TRAF6"
## [15617] "TRAF7" "TRAFD1"
## [15619] "TRAIP" "TRAK1"
## [15621] "TRAK2" "TRAM1"
## [15623] "TRAM1L1" "TRAM2"
## [15625] "TRANK1" "TRAP1"
## [15627] "TRAPPC1" "TRAPPC10"
## [15629] "TRAPPC11" "TRAPPC12"
## [15631] "TRAPPC13" "TRAPPC2"
## [15633] "TRAPPC2L" "TRAPPC3"
## [15635] "TRAPPC4" "TRAPPC5"
## [15637] "TRAPPC6A" "TRAPPC6B"
## [15639] "TRAPPC8" "TRAPPC9"
## [15641] "TRAT1" "TRDMT1"
## [15643] "TREH" "TREM1"
## [15645] "TREM2" "TREML1"
## [15647] "TREML2" "TREML3P"
## [15649] "TREML4" "TREML5P"
## [15651] "TRERF1" "TREX1"
## [15653] "TREX2" "TRHDE"
## [15655] "TRHDE-AS1" "TRIAP1"
## [15657] "TRIB1" "TRIB2"
## [15659] "TRIB3" "TRIL"
## [15661] "TRIM10" "TRIM11"
## [15663] "TRIM13" "TRIM14"
## [15665] "TRIM15" "TRIM16"
## [15667] "TRIM16L" "TRIM17"
## [15669] "TRIM2" "TRIM21"
## [15671] "TRIM22" "TRIM23"
## [15673] "TRIM24" "TRIM25"
## [15675] "TRIM26" "TRIM27"
## [15677] "TRIM28" "TRIM29"
## [15679] "TRIM3" "TRIM31"
## [15681] "TRIM32" "TRIM33"
## [15683] "TRIM34" "TRIM35"
## [15685] "TRIM36" "TRIM37"
## [15687] "TRIM38" "TRIM39"
## [15689] "TRIM4" "TRIM40"
## [15691] "TRIM41" "TRIM44"
## [15693] "TRIM45" "TRIM46"
## [15695] "TRIM47" "TRIM5"
## [15697] "TRIM50" "TRIM52"
## [15699] "TRIM54" "TRIM55"
## [15701] "TRIM56" "TRIM58"
## [15703] "TRIM59" "TRIM6"
## [15705] "TRIM61" "TRIM62"
## [15707] "TRIM65" "TRIM66"
## [15709] "TRIM67" "TRIM68"
## [15711] "TRIM69" "TRIM7"
## [15713] "TRIM71" "TRIM72"
## [15715] "TRIM73" "TRIM74"
## [15717] "TRIM8" "TRIM9"
## [15719] "TRIML2" "TRIO"
## [15721] "TRIOBP" "TRIP10"
## [15723] "TRIP11" "TRIP12"
## [15725] "TRIP13" "TRIP4"
## [15727] "TRIP6" "TRIQK"
## [15729] "TRIT1" "TRMT1"
## [15731] "TRMT10A" "TRMT10B"
## [15733] "TRMT10C" "TRMT11"
## [15735] "TRMT112" "TRMT12"
## [15737] "TRMT13" "TRMT1L"
## [15739] "TRMT2A" "TRMT2B"
## [15741] "TRMT44" "TRMT5"
## [15743] "TRMT6" "TRMT61A"
## [15745] "TRMT61B" "TRMU"
## [15747] "TRNAU1AP" "TRNP1"
## [15749] "TRNT1" "TRO"
## [15751] "TROAP" "TRPA1"
## [15753] "TRPC1" "TRPC2"
## [15755] "TRPC3" "TRPC4"
## [15757] "TRPC4AP" "TRPC5"
## [15759] "TRPC5OS" "TRPC6"
## [15761] "TRPM1" "TRPM2"
## [15763] "TRPM3" "TRPM4"
## [15765] "TRPM5" "TRPM6"
## [15767] "TRPM7" "TRPM8"
## [15769] "TRPS1" "TRPT1"
## [15771] "TRPV1" "TRPV2"
## [15773] "TRPV3" "TRPV4"
## [15775] "TRPV5" "TRPV6"
## [15777] "TRRAP" "TRUB1"
## [15779] "TRUB2" "TSACC"
## [15781] "TSC1" "TSC2"
## [15783] "TSC22D1" "TSC22D1-AS1"
## [15785] "TSC22D2" "TSC22D3"
## [15787] "TSC22D4" "TSEN15"
## [15789] "TSEN2" "TSEN34"
## [15791] "TSEN54" "TSFM"
## [15793] "TSG101" "TSGA10"
## [15795] "TSGA10IP" "TSHB"
## [15797] "TSHR" "TSHZ1"
## [15799] "TSHZ2" "TSHZ3"
## [15801] "TSIX" "TSKS"
## [15803] "TSKU" "TSLP"
## [15805] "TSN" "TSNARE1"
## [15807] "TSNAX" "TSNAX-DISC1"
## [15809] "TSNAXIP1" "TSPAN1"
## [15811] "TSPAN10" "TSPAN11"
## [15813] "TSPAN12" "TSPAN13"
## [15815] "TSPAN14" "TSPAN15"
## [15817] "TSPAN16" "TSPAN17"
## [15819] "TSPAN18" "TSPAN19"
## [15821] "TSPAN2" "TSPAN3"
## [15823] "TSPAN31" "TSPAN32"
## [15825] "TSPAN33" "TSPAN4"
## [15827] "TSPAN5" "TSPAN6"
## [15829] "TSPAN7" "TSPAN8"
## [15831] "TSPAN9" "TSPEAR"
## [15833] "TSPO" "TSPO2"
## [15835] "TSPY26P" "TSPYL1"
## [15837] "TSPYL2" "TSPYL4"
## [15839] "TSPYL5" "TSPYL6"
## [15841] "TSR1" "TSR2"
## [15843] "TSR3" "TSSC4"
## [15845] "TSSK3" "TSSK4"
## [15847] "TSSK6" "TST"
## [15849] "TSTA3" "TSTD1"
## [15851] "TSTD2" "TSTD3"
## [15853] "TTBK1" "TTBK2"
## [15855] "TTC1" "TTC12"
## [15857] "TTC13" "TTC14"
## [15859] "TTC16" "TTC17"
## [15861] "TTC19" "TTC21A"
## [15863] "TTC21B" "TTC22"
## [15865] "TTC23" "TTC23L"
## [15867] "TTC24" "TTC25"
## [15869] "TTC26" "TTC27"
## [15871] "TTC28" "TTC28-AS1"
## [15873] "TTC29" "TTC3"
## [15875] "TTC30A" "TTC30B"
## [15877] "TTC31" "TTC32"
## [15879] "TTC33" "TTC34"
## [15881] "TTC36" "TTC37"
## [15883] "TTC38" "TTC39A"
## [15885] "TTC39B" "TTC39C"
## [15887] "TTC3P1" "TTC4"
## [15889] "TTC5" "TTC7A"
## [15891] "TTC7B" "TTC8"
## [15893] "TTC9" "TTC9B"
## [15895] "TTC9C" "TTF1"
## [15897] "TTF2" "TTI1"
## [15899] "TTI2" "TTK"
## [15901] "TTL" "TTLL1"
## [15903] "TTLL10" "TTLL11"
## [15905] "TTLL12" "TTLL2"
## [15907] "TTLL3" "TTLL4"
## [15909] "TTLL5" "TTLL6"
## [15911] "TTLL7" "TTLL9"
## [15913] "TTN" "TTN-AS1"
## [15915] "TTPA" "TTPAL"
## [15917] "TTR" "TTTY10"
## [15919] "TTTY14" "TTYH1"
## [15921] "TTYH2" "TTYH3"
## [15923] "TUB" "TUBA1A"
## [15925] "TUBA1B" "TUBA1C"
## [15927] "TUBA3D" "TUBA3E"
## [15929] "TUBA3FP" "TUBA4A"
## [15931] "TUBA4B" "TUBA8"
## [15933] "TUBAL3" "TUBB"
## [15935] "TUBB1" "TUBB2A"
## [15937] "TUBB2B" "TUBB3"
## [15939] "TUBB4A" "TUBB4B"
## [15941] "TUBB6" "TUBB8"
## [15943] "TUBBP5" "TUBD1"
## [15945] "TUBE1" "TUBG1"
## [15947] "TUBG2" "TUBGCP2"
## [15949] "TUBGCP3" "TUBGCP4"
## [15951] "TUBGCP5" "TUBGCP6"
## [15953] "TUFM" "TUFT1"
## [15955] "TUG1" "TULP2"
## [15957] "TULP3" "TULP4"
## [15959] "TUSC1" "TUSC2"
## [15961] "TUSC3" "TUT1"
## [15963] "TVP23A" "TVP23B"
## [15965] "TVP23C" "TVP23C-CDRT4"
## [15967] "TWF1" "TWF2"
## [15969] "TWIST1" "TWIST2"
## [15971] "TWSG1" "TXK"
## [15973] "TXLNA" "TXLNB"
## [15975] "TXLNG" "TXN"
## [15977] "TXN2" "TXNDC11"
## [15979] "TXNDC12" "TXNDC15"
## [15981] "TXNDC16" "TXNDC17"
## [15983] "TXNDC2" "TXNDC5"
## [15985] "TXNDC9" "TXNIP"
## [15987] "TXNL1" "TXNL4A"
## [15989] "TXNL4B" "TXNRD1"
## [15991] "TXNRD2" "TXNRD3"
## [15993] "TYK2" "TYMP"
## [15995] "TYMS" "TYRO3"
## [15997] "TYRO3P" "TYROBP"
## [15999] "TYRP1" "TYSND1"
## [16001] "TYW1" "TYW1B"
## [16003] "TYW3" "TYW5"
## [16005] "U2AF1" "U2AF1L4"
## [16007] "U2AF2" "U2SURP"
## [16009] "UACA" "UAP1"
## [16011] "UAP1L1" "UBA1"
## [16013] "UBA2" "UBA3"
## [16015] "UBA5" "UBA52"
## [16017] "UBA6" "UBA7"
## [16019] "UBAC1" "UBAC2"
## [16021] "UBAC2-AS1" "UBALD1"
## [16023] "UBALD2" "UBAP1"
## [16025] "UBAP1L" "UBAP2"
## [16027] "UBAP2L" "UBASH3A"
## [16029] "UBASH3B" "UBB"
## [16031] "UBC" "UBD"
## [16033] "UBE2A" "UBE2B"
## [16035] "UBE2C" "UBE2D1"
## [16037] "UBE2D2" "UBE2D3"
## [16039] "UBE2D4" "UBE2E1"
## [16041] "UBE2E2" "UBE2E3"
## [16043] "UBE2F" "UBE2F-SCLY"
## [16045] "UBE2G1" "UBE2G2"
## [16047] "UBE2H" "UBE2I"
## [16049] "UBE2J1" "UBE2J2"
## [16051] "UBE2K" "UBE2L3"
## [16053] "UBE2L6" "UBE2M"
## [16055] "UBE2MP1" "UBE2N"
## [16057] "UBE2NL" "UBE2O"
## [16059] "UBE2Q1" "UBE2Q2"
## [16061] "UBE2Q2P1" "UBE2Q2P2"
## [16063] "UBE2QL1" "UBE2R2"
## [16065] "UBE2S" "UBE2T"
## [16067] "UBE2V1" "UBE2V2"
## [16069] "UBE2W" "UBE2Z"
## [16071] "UBE3A" "UBE3B"
## [16073] "UBE3C" "UBE3D"
## [16075] "UBE4A" "UBE4B"
## [16077] "UBFD1" "UBIAD1"
## [16079] "UBL3" "UBL4A"
## [16081] "UBL4B" "UBL5"
## [16083] "UBL7" "UBLCP1"
## [16085] "UBN1" "UBN2"
## [16087] "UBOX5" "UBOX5-AS1"
## [16089] "UBP1" "UBQLN1"
## [16091] "UBQLN2" "UBQLN4"
## [16093] "UBQLNL" "UBR1"
## [16095] "UBR2" "UBR3"
## [16097] "UBR4" "UBR5"
## [16099] "UBR7" "UBTD1"
## [16101] "UBTD2" "UBTF"
## [16103] "UBXN1" "UBXN10"
## [16105] "UBXN11" "UBXN2A"
## [16107] "UBXN2B" "UBXN4"
## [16109] "UBXN6" "UBXN7"
## [16111] "UBXN8" "UCA1"
## [16113] "UCHL1" "UCHL3"
## [16115] "UCHL5" "UCK1"
## [16117] "UCK2" "UCKL1"
## [16119] "UCKL1-AS1" "UCN"
## [16121] "UCN2" "UCN3"
## [16123] "UCP1" "UCP2"
## [16125] "UCP3" "UEVLD"
## [16127] "UFC1" "UFL1"
## [16129] "UFM1" "UFSP1"
## [16131] "UFSP2" "UGCG"
## [16133] "UGDH" "UGDH-AS1"
## [16135] "UGGT1" "UGGT2"
## [16137] "UGP2" "UGT1A1"
## [16139] "UGT1A10" "UGT1A3"
## [16141] "UGT1A6" "UGT1A7"
## [16143] "UGT1A8" "UGT1A9"
## [16145] "UGT2A1" "UGT2A3"
## [16147] "UGT2B10" "UGT2B11"
## [16149] "UGT2B15" "UGT2B17"
## [16151] "UGT2B28" "UGT2B4"
## [16153] "UGT2B7" "UGT3A1"
## [16155] "UGT3A2" "UGT8"
## [16157] "UHMK1" "UHRF1"
## [16159] "UHRF1BP1" "UHRF1BP1L"
## [16161] "UHRF2" "UIMC1"
## [16163] "ULBP1" "ULBP2"
## [16165] "ULBP3" "ULK1"
## [16167] "ULK2" "ULK4"
## [16169] "ULK4P1" "ULK4P2"
## [16171] "ULK4P3" "UMODL1"
## [16173] "UMPS" "UNC119"
## [16175] "UNC119B" "UNC13A"
## [16177] "UNC13B" "UNC13C"
## [16179] "UNC13D" "UNC45A"
## [16181] "UNC45B" "UNC50"
## [16183] "UNC5A" "UNC5B"
## [16185] "UNC5B-AS1" "UNC5C"
## [16187] "UNC5CL" "UNC5D"
## [16189] "UNC79" "UNC80"
## [16191] "UNC93B1" "UNG"
## [16193] "UNK" "UNKL"
## [16195] "UOX" "UPB1"
## [16197] "UPF1" "UPF2"
## [16199] "UPF3A" "UPF3B"
## [16201] "UPK1A" "UPK1A-AS1"
## [16203] "UPK1B" "UPK2"
## [16205] "UPK3A" "UPK3B"
## [16207] "UPP1" "UPP2"
## [16209] "UPRT" "UQCR10"
## [16211] "UQCR11" "UQCRB"
## [16213] "UQCRBP1" "UQCRC1"
## [16215] "UQCRC2" "UQCRFS1"
## [16217] "UQCRH" "UQCRHL"
## [16219] "UQCRQ" "URB1"
## [16221] "URB2" "URGCP"
## [16223] "URI1" "URM1"
## [16225] "UROC1" "UROD"
## [16227] "UROS" "USB1"
## [16229] "USE1" "USF1"
## [16231] "USF2" "USH1C"
## [16233] "USH1G" "USH2A"
## [16235] "USHBP1" "USO1"
## [16237] "USP1" "USP10"
## [16239] "USP11" "USP12"
## [16241] "USP13" "USP14"
## [16243] "USP15" "USP16"
## [16245] "USP18" "USP19"
## [16247] "USP2" "USP20"
## [16249] "USP21" "USP22"
## [16251] "USP24" "USP25"
## [16253] "USP27X" "USP28"
## [16255] "USP3" "USP30"
## [16257] "USP30-AS1" "USP31"
## [16259] "USP32" "USP32P1"
## [16261] "USP32P2" "USP33"
## [16263] "USP34" "USP35"
## [16265] "USP37" "USP38"
## [16267] "USP39" "USP4"
## [16269] "USP40" "USP42"
## [16271] "USP43" "USP44"
## [16273] "USP45" "USP46"
## [16275] "USP47" "USP48"
## [16277] "USP49" "USP5"
## [16279] "USP50" "USP51"
## [16281] "USP53" "USP54"
## [16283] "USP6" "USP6NL"
## [16285] "USP7" "USP8"
## [16287] "USP9X" "USP9Y"
## [16289] "USPL1" "UST"
## [16291] "UTF1" "UTP14A"
## [16293] "UTP14C" "UTP15"
## [16295] "UTP18" "UTP20"
## [16297] "UTP23" "UTP3"
## [16299] "UTP6" "UTRN"
## [16301] "UTS2" "UTS2R"
## [16303] "UTY" "UVRAG"
## [16305] "UVSSA" "UXS1"
## [16307] "UXT" "VAC14"
## [16309] "VAMP1" "VAMP2"
## [16311] "VAMP3" "VAMP4"
## [16313] "VAMP5" "VAMP7"
## [16315] "VAMP8" "VANGL1"
## [16317] "VANGL2" "VAPA"
## [16319] "VAPB" "VARS2"
## [16321] "VASH1" "VASH2"
## [16323] "VASN" "VASP"
## [16325] "VAT1" "VAT1L"
## [16327] "VAV1" "VAV2"
## [16329] "VAV3" "VAV3-AS1"
## [16331] "VAX1" "VAX2"
## [16333] "VBP1" "VCAM1"
## [16335] "VCAN" "VCL"
## [16337] "VCP" "VCPIP1"
## [16339] "VDAC1" "VDAC2"
## [16341] "VDAC3" "VDR"
## [16343] "VEGFA" "VEGFB"
## [16345] "VEGFC" "VENTX"
## [16347] "VEPH1" "VEZF1"
## [16349] "VEZT" "VGF"
## [16351] "VGLL1" "VGLL3"
## [16353] "VGLL4" "VHL"
## [16355] "VHLL" "VIL1"
## [16357] "VILL" "VIM"
## [16359] "VIP" "VIPAS39"
## [16361] "VIPR1" "VIPR2"
## [16363] "VIT" "VKORC1"
## [16365] "VKORC1L1" "VLDLR"
## [16367] "VMA21" "VMAC"
## [16369] "VMO1" "VMP1"
## [16371] "VN1R1" "VNN1"
## [16373] "VNN2" "VNN3"
## [16375] "VOPP1" "VPREB3"
## [16377] "VPS11" "VPS13A"
## [16379] "VPS13A-AS1" "VPS13B"
## [16381] "VPS13C" "VPS13D"
## [16383] "VPS16" "VPS18"
## [16385] "VPS25" "VPS26A"
## [16387] "VPS26B" "VPS28"
## [16389] "VPS29" "VPS33A"
## [16391] "VPS33B" "VPS35"
## [16393] "VPS36" "VPS37A"
## [16395] "VPS37B" "VPS37C"
## [16397] "VPS37D" "VPS39"
## [16399] "VPS41" "VPS45"
## [16401] "VPS4A" "VPS4B"
## [16403] "VPS51" "VPS52"
## [16405] "VPS53" "VPS54"
## [16407] "VPS72" "VPS8"
## [16409] "VPS9D1" "VRK1"
## [16411] "VRK2" "VRK3"
## [16413] "VSIG1" "VSIG10"
## [16415] "VSIG10L" "VSIG2"
## [16417] "VSIG4" "VSIG8"
## [16419] "VSNL1" "VSTM1"
## [16421] "VSTM2B" "VSTM2L"
## [16423] "VSTM4" "VSTM5"
## [16425] "VSX1" "VSX2"
## [16427] "VTA1" "VTCN1"
## [16429] "VTI1A" "VTI1B"
## [16431] "VTN" "VTRNA1-1"
## [16433] "VTRNA1-2" "VTRNA1-3"
## [16435] "VTRNA2-1" "VWA1"
## [16437] "VWA2" "VWA3A"
## [16439] "VWA3B" "VWA5A"
## [16441] "VWA5B2" "VWA7"
## [16443] "VWA8" "VWA8-AS1"
## [16445] "VWC2L" "VWCE"
## [16447] "VWDE" "VWF"
## [16449] "WAC" "WAC-AS1"
## [16451] "WARS2" "WAS"
## [16453] "WASF1" "WASF2"
## [16455] "WASF3" "WASH2P"
## [16457] "WASH3P" "WASH5P"
## [16459] "WASH7P" "WASL"
## [16461] "WBP1" "WBP11"
## [16463] "WBP11P1" "WBP1L"
## [16465] "WBP2" "WBP2NL"
## [16467] "WBP4" "WDFY1"
## [16469] "WDFY2" "WDFY3"
## [16471] "WDFY3-AS2" "WDFY4"
## [16473] "WDHD1" "WDPCP"
## [16475] "WDR1" "WDR11"
## [16477] "WDR11-AS1" "WDR12"
## [16479] "WDR13" "WDR17"
## [16481] "WDR18" "WDR19"
## [16483] "WDR20" "WDR24"
## [16485] "WDR25" "WDR26"
## [16487] "WDR27" "WDR3"
## [16489] "WDR31" "WDR33"
## [16491] "WDR34" "WDR35"
## [16493] "WDR36" "WDR37"
## [16495] "WDR38" "WDR4"
## [16497] "WDR41" "WDR43"
## [16499] "WDR44" "WDR45"
## [16501] "WDR45B" "WDR46"
## [16503] "WDR47" "WDR48"
## [16505] "WDR49" "WDR5"
## [16507] "WDR53" "WDR54"
## [16509] "WDR55" "WDR59"
## [16511] "WDR5B" "WDR6"
## [16513] "WDR60" "WDR61"
## [16515] "WDR62" "WDR63"
## [16517] "WDR64" "WDR7"
## [16519] "WDR70" "WDR72"
## [16521] "WDR73" "WDR74"
## [16523] "WDR75" "WDR76"
## [16525] "WDR77" "WDR78"
## [16527] "WDR81" "WDR82"
## [16529] "WDR83" "WDR83OS"
## [16531] "WDR86" "WDR86-AS1"
## [16533] "WDR87" "WDR88"
## [16535] "WDR89" "WDR90"
## [16537] "WDR91" "WDR92"
## [16539] "WDR93" "WDSUB1"
## [16541] "WDTC1" "WEE1"
## [16543] "WEE2" "WFDC1"
## [16545] "WFDC10B" "WFDC12"
## [16547] "WFDC13" "WFDC2"
## [16549] "WFDC3" "WFDC5"
## [16551] "WFIKKN1" "WFIKKN2"
## [16553] "WFS1" "WHAMM"
## [16555] "WHAMMP2" "WHAMMP3"
## [16557] "WIPF1" "WIPF2"
## [16559] "WIPF3" "WIPI1"
## [16561] "WIPI2" "WIZ"
## [16563] "WLS" "WNK1"
## [16565] "WNK2" "WNK3"
## [16567] "WNK4" "WNT1"
## [16569] "WNT10A" "WNT10B"
## [16571] "WNT11" "WNT16"
## [16573] "WNT2B" "WNT3"
## [16575] "WNT3A" "WNT4"
## [16577] "WNT5A" "WNT5B"
## [16579] "WNT6" "WNT7A"
## [16581] "WNT7B" "WNT8B"
## [16583] "WNT9A" "WRAP53"
## [16585] "WRAP73" "WRN"
## [16587] "WRNIP1" "WSB1"
## [16589] "WSB2" "WSCD1"
## [16591] "WSCD2" "WT1"
## [16593] "WT1-AS" "WTAP"
## [16595] "WTAPP1" "WTIP"
## [16597] "WWC1" "WWC2"
## [16599] "WWC2-AS2" "WWC3"
## [16601] "WWOX" "WWP1"
## [16603] "WWP2" "WWTR1"
## [16605] "WWTR1-AS1" "XAB2"
## [16607] "XAF1" "XAGE3"
## [16609] "XBP1" "XCL1"
## [16611] "XCL2" "XCR1"
## [16613] "XDH" "XG"
## [16615] "XIAP" "XIRP1"
## [16617] "XIRP2" "XIST"
## [16619] "XK" "XKR3"
## [16621] "XKR5" "XKR6"
## [16623] "XKR7" "XKR8"
## [16625] "XKR9" "XKRX"
## [16627] "XPA" "XPC"
## [16629] "XPNPEP1" "XPNPEP2"
## [16631] "XPNPEP3" "XPO1"
## [16633] "XPO4" "XPO5"
## [16635] "XPO6" "XPO7"
## [16637] "XPOT" "XPR1"
## [16639] "XRCC1" "XRCC2"
## [16641] "XRCC3" "XRCC4"
## [16643] "XRCC5" "XRCC6"
## [16645] "XRN1" "XRN2"
## [16647] "XRRA1" "XXYLT1"
## [16649] "XYLB" "XYLT1"
## [16651] "XYLT2" "YAF2"
## [16653] "YAP1" "YARS2"
## [16655] "YBEY" "YBX1"
## [16657] "YBX2" "YDJC"
## [16659] "YEATS2" "YEATS4"
## [16661] "YES1" "YIF1A"
## [16663] "YIF1B" "YIPF1"
## [16665] "YIPF2" "YIPF3"
## [16667] "YIPF4" "YIPF5"
## [16669] "YIPF6" "YIPF7"
## [16671] "YJEFN3" "YKT6"
## [16673] "YLPM1" "YME1L1"
## [16675] "YOD1" "YPEL1"
## [16677] "YPEL2" "YPEL3"
## [16679] "YPEL4" "YPEL5"
## [16681] "YRDC" "YTHDC1"
## [16683] "YTHDC2" "YTHDF1"
## [16685] "YTHDF2" "YTHDF3"
## [16687] "YWHAB" "YWHAE"
## [16689] "YWHAG" "YWHAH"
## [16691] "YWHAQ" "YWHAZ"
## [16693] "YY1" "YY1AP1"
## [16695] "YY2" "ZACN"
## [16697] "ZADH2" "ZAP70"
## [16699] "ZAR1" "ZAR1L"
## [16701] "ZBBX" "ZBED1"
## [16703] "ZBED2" "ZBED3"
## [16705] "ZBED3-AS1" "ZBED4"
## [16707] "ZBED5" "ZBED6"
## [16709] "ZBP1" "ZBTB1"
## [16711] "ZBTB10" "ZBTB11"
## [16713] "ZBTB12" "ZBTB14"
## [16715] "ZBTB16" "ZBTB17"
## [16717] "ZBTB18" "ZBTB2"
## [16719] "ZBTB20" "ZBTB20-AS1"
## [16721] "ZBTB21" "ZBTB22"
## [16723] "ZBTB24" "ZBTB25"
## [16725] "ZBTB26" "ZBTB32"
## [16727] "ZBTB33" "ZBTB34"
## [16729] "ZBTB37" "ZBTB38"
## [16731] "ZBTB39" "ZBTB4"
## [16733] "ZBTB40" "ZBTB41"
## [16735] "ZBTB42" "ZBTB43"
## [16737] "ZBTB44" "ZBTB45"
## [16739] "ZBTB46" "ZBTB47"
## [16741] "ZBTB48" "ZBTB49"
## [16743] "ZBTB5" "ZBTB6"
## [16745] "ZBTB7A" "ZBTB7B"
## [16747] "ZBTB7C" "ZBTB8A"
## [16749] "ZBTB8B" "ZBTB8OS"
## [16751] "ZBTB9" "ZC2HC1A"
## [16753] "ZC2HC1C" "ZC3H10"
## [16755] "ZC3H11A" "ZC3H12A"
## [16757] "ZC3H12B" "ZC3H12C"
## [16759] "ZC3H12D" "ZC3H13"
## [16761] "ZC3H14" "ZC3H15"
## [16763] "ZC3H18" "ZC3H3"
## [16765] "ZC3H4" "ZC3H6"
## [16767] "ZC3H7A" "ZC3H7B"
## [16769] "ZC3H8" "ZC3HAV1"
## [16771] "ZC3HAV1L" "ZC3HC1"
## [16773] "ZC4H2" "ZCCHC10"
## [16775] "ZCCHC12" "ZCCHC14"
## [16777] "ZCCHC17" "ZCCHC18"
## [16779] "ZCCHC2" "ZCCHC24"
## [16781] "ZCCHC3" "ZCCHC4"
## [16783] "ZCCHC7" "ZCCHC8"
## [16785] "ZCCHC9" "ZCRB1"
## [16787] "ZCWPW1" "ZCWPW2"
## [16789] "ZDBF2" "ZDHHC1"
## [16791] "ZDHHC11" "ZDHHC12"
## [16793] "ZDHHC13" "ZDHHC14"
## [16795] "ZDHHC15" "ZDHHC16"
## [16797] "ZDHHC17" "ZDHHC18"
## [16799] "ZDHHC19" "ZDHHC2"
## [16801] "ZDHHC20" "ZDHHC21"
## [16803] "ZDHHC22" "ZDHHC23"
## [16805] "ZDHHC24" "ZDHHC3"
## [16807] "ZDHHC4" "ZDHHC5"
## [16809] "ZDHHC6" "ZDHHC7"
## [16811] "ZDHHC8" "ZDHHC8P1"
## [16813] "ZDHHC9" "ZEB1"
## [16815] "ZEB1-AS1" "ZEB2"
## [16817] "ZEB2-AS1" "ZER1"
## [16819] "ZFAND1" "ZFAND2A"
## [16821] "ZFAND2B" "ZFAND3"
## [16823] "ZFAND4" "ZFAND5"
## [16825] "ZFAND6" "ZFAS1"
## [16827] "ZFAT" "ZFC3H1"
## [16829] "ZFHX2" "ZFHX3"
## [16831] "ZFHX4" "ZFP1"
## [16833] "ZFP14" "ZFP2"
## [16835] "ZFP28" "ZFP3"
## [16837] "ZFP30" "ZFP36"
## [16839] "ZFP36L1" "ZFP36L2"
## [16841] "ZFP37" "ZFP41"
## [16843] "ZFP57" "ZFP62"
## [16845] "ZFP64" "ZFP69"
## [16847] "ZFP69B" "ZFP82"
## [16849] "ZFP90" "ZFP91"
## [16851] "ZFP92" "ZFPL1"
## [16853] "ZFPM1" "ZFPM2"
## [16855] "ZFR" "ZFR2"
## [16857] "ZFX" "ZFX-AS1"
## [16859] "ZFY" "ZFYVE1"
## [16861] "ZFYVE16" "ZFYVE19"
## [16863] "ZFYVE21" "ZFYVE26"
## [16865] "ZFYVE27" "ZFYVE28"
## [16867] "ZFYVE9" "ZG16B"
## [16869] "ZGLP1" "ZGPAT"
## [16871] "ZHX1" "ZHX2"
## [16873] "ZHX3" "ZIC1"
## [16875] "ZIC2" "ZIC5"
## [16877] "ZIK1" "ZKSCAN1"
## [16879] "ZKSCAN2" "ZKSCAN3"
## [16881] "ZKSCAN4" "ZKSCAN5"
## [16883] "ZKSCAN7" "ZKSCAN8"
## [16885] "ZMAT1" "ZMAT2"
## [16887] "ZMAT3" "ZMAT4"
## [16889] "ZMAT5" "ZMIZ1"
## [16891] "ZMIZ1-AS1" "ZMIZ2"
## [16893] "ZMPSTE24" "ZMYM1"
## [16895] "ZMYM2" "ZMYM3"
## [16897] "ZMYM4" "ZMYM5"
## [16899] "ZMYM6" "ZMYND10"
## [16901] "ZMYND11" "ZMYND12"
## [16903] "ZMYND15" "ZMYND19"
## [16905] "ZMYND8" "ZNF10"
## [16907] "ZNF100" "ZNF101"
## [16909] "ZNF107" "ZNF114"
## [16911] "ZNF117" "ZNF12"
## [16913] "ZNF121" "ZNF124"
## [16915] "ZNF131" "ZNF132"
## [16917] "ZNF133" "ZNF134"
## [16919] "ZNF135" "ZNF136"
## [16921] "ZNF137P" "ZNF138"
## [16923] "ZNF14" "ZNF140"
## [16925] "ZNF141" "ZNF142"
## [16927] "ZNF143" "ZNF146"
## [16929] "ZNF148" "ZNF154"
## [16931] "ZNF155" "ZNF157"
## [16933] "ZNF16" "ZNF160"
## [16935] "ZNF165" "ZNF169"
## [16937] "ZNF17" "ZNF174"
## [16939] "ZNF175" "ZNF18"
## [16941] "ZNF180" "ZNF181"
## [16943] "ZNF182" "ZNF184"
## [16945] "ZNF185" "ZNF189"
## [16947] "ZNF19" "ZNF195"
## [16949] "ZNF197" "ZNF2"
## [16951] "ZNF20" "ZNF200"
## [16953] "ZNF202" "ZNF204P"
## [16955] "ZNF205" "ZNF207"
## [16957] "ZNF208" "ZNF211"
## [16959] "ZNF212" "ZNF213"
## [16961] "ZNF214" "ZNF215"
## [16963] "ZNF217" "ZNF219"
## [16965] "ZNF22" "ZNF221"
## [16967] "ZNF222" "ZNF223"
## [16969] "ZNF224" "ZNF226"
## [16971] "ZNF227" "ZNF229"
## [16973] "ZNF23" "ZNF230"
## [16975] "ZNF232" "ZNF233"
## [16977] "ZNF234" "ZNF235"
## [16979] "ZNF236" "ZNF239"
## [16981] "ZNF24" "ZNF248"
## [16983] "ZNF25" "ZNF250"
## [16985] "ZNF251" "ZNF252P"
## [16987] "ZNF252P-AS1" "ZNF253"
## [16989] "ZNF257" "ZNF26"
## [16991] "ZNF260" "ZNF263"
## [16993] "ZNF264" "ZNF266"
## [16995] "ZNF267" "ZNF268"
## [16997] "ZNF273" "ZNF274"
## [16999] "ZNF275" "ZNF276"
## [17001] "ZNF277" "ZNF28"
## [17003] "ZNF280A" "ZNF280B"
## [17005] "ZNF280C" "ZNF280D"
## [17007] "ZNF281" "ZNF282"
## [17009] "ZNF283" "ZNF284"
## [17011] "ZNF285" "ZNF286A"
## [17013] "ZNF286B" "ZNF287"
## [17015] "ZNF292" "ZNF295-AS1"
## [17017] "ZNF296" "ZNF3"
## [17019] "ZNF30" "ZNF300"
## [17021] "ZNF300P1" "ZNF302"
## [17023] "ZNF311" "ZNF317"
## [17025] "ZNF318" "ZNF319"
## [17027] "ZNF32" "ZNF32-AS1"
## [17029] "ZNF32-AS2" "ZNF320"
## [17031] "ZNF321P" "ZNF322"
## [17033] "ZNF324" "ZNF324B"
## [17035] "ZNF326" "ZNF329"
## [17037] "ZNF330" "ZNF331"
## [17039] "ZNF333" "ZNF334"
## [17041] "ZNF335" "ZNF337"
## [17043] "ZNF33A" "ZNF33B"
## [17045] "ZNF33BP1" "ZNF34"
## [17047] "ZNF341" "ZNF343"
## [17049] "ZNF345" "ZNF346"
## [17051] "ZNF347" "ZNF35"
## [17053] "ZNF350" "ZNF354A"
## [17055] "ZNF354B" "ZNF354C"
## [17057] "ZNF358" "ZNF362"
## [17059] "ZNF365" "ZNF366"
## [17061] "ZNF367" "ZNF37A"
## [17063] "ZNF37BP" "ZNF382"
## [17065] "ZNF383" "ZNF384"
## [17067] "ZNF385A" "ZNF385B"
## [17069] "ZNF385C" "ZNF385D"
## [17071] "ZNF391" "ZNF394"
## [17073] "ZNF395" "ZNF396"
## [17075] "ZNF397" "ZNF398"
## [17077] "ZNF404" "ZNF407"
## [17079] "ZNF408" "ZNF41"
## [17081] "ZNF410" "ZNF414"
## [17083] "ZNF415" "ZNF416"
## [17085] "ZNF417" "ZNF418"
## [17087] "ZNF419" "ZNF420"
## [17089] "ZNF423" "ZNF425"
## [17091] "ZNF426" "ZNF428"
## [17093] "ZNF429" "ZNF43"
## [17095] "ZNF430" "ZNF431"
## [17097] "ZNF432" "ZNF433"
## [17099] "ZNF436" "ZNF438"
## [17101] "ZNF439" "ZNF44"
## [17103] "ZNF440" "ZNF441"
## [17105] "ZNF442" "ZNF443"
## [17107] "ZNF444" "ZNF445"
## [17109] "ZNF446" "ZNF449"
## [17111] "ZNF45" "ZNF451"
## [17113] "ZNF454" "ZNF460"
## [17115] "ZNF461" "ZNF462"
## [17117] "ZNF467" "ZNF468"
## [17119] "ZNF469" "ZNF470"
## [17121] "ZNF471" "ZNF473"
## [17123] "ZNF474" "ZNF48"
## [17125] "ZNF480" "ZNF483"
## [17127] "ZNF484" "ZNF485"
## [17129] "ZNF486" "ZNF488"
## [17131] "ZNF490" "ZNF491"
## [17133] "ZNF492" "ZNF493"
## [17135] "ZNF496" "ZNF497"
## [17137] "ZNF500" "ZNF501"
## [17139] "ZNF502" "ZNF503"
## [17141] "ZNF503-AS1" "ZNF503-AS2"
## [17143] "ZNF506" "ZNF507"
## [17145] "ZNF510" "ZNF511"
## [17147] "ZNF512" "ZNF512B"
## [17149] "ZNF513" "ZNF514"
## [17151] "ZNF516" "ZNF517"
## [17153] "ZNF518A" "ZNF518B"
## [17155] "ZNF519" "ZNF521"
## [17157] "ZNF524" "ZNF525"
## [17159] "ZNF526" "ZNF527"
## [17161] "ZNF528" "ZNF529"
## [17163] "ZNF530" "ZNF532"
## [17165] "ZNF534" "ZNF540"
## [17167] "ZNF541" "ZNF543"
## [17169] "ZNF544" "ZNF546"
## [17171] "ZNF547" "ZNF548"
## [17173] "ZNF549" "ZNF550"
## [17175] "ZNF551" "ZNF552"
## [17177] "ZNF554" "ZNF555"
## [17179] "ZNF556" "ZNF557"
## [17181] "ZNF558" "ZNF559"
## [17183] "ZNF559-ZNF177" "ZNF560"
## [17185] "ZNF561" "ZNF562"
## [17187] "ZNF563" "ZNF564"
## [17189] "ZNF565" "ZNF566"
## [17191] "ZNF567" "ZNF568"
## [17193] "ZNF569" "ZNF57"
## [17195] "ZNF570" "ZNF571"
## [17197] "ZNF572" "ZNF573"
## [17199] "ZNF574" "ZNF575"
## [17201] "ZNF576" "ZNF577"
## [17203] "ZNF578" "ZNF579"
## [17205] "ZNF580" "ZNF581"
## [17207] "ZNF582" "ZNF582-AS1"
## [17209] "ZNF583" "ZNF584"
## [17211] "ZNF585A" "ZNF585B"
## [17213] "ZNF586" "ZNF587"
## [17215] "ZNF587B" "ZNF589"
## [17217] "ZNF592" "ZNF593"
## [17219] "ZNF594" "ZNF595"
## [17221] "ZNF596" "ZNF597"
## [17223] "ZNF598" "ZNF599"
## [17225] "ZNF600" "ZNF605"
## [17227] "ZNF606" "ZNF607"
## [17229] "ZNF608" "ZNF609"
## [17231] "ZNF610" "ZNF611"
## [17233] "ZNF613" "ZNF614"
## [17235] "ZNF615" "ZNF616"
## [17237] "ZNF618" "ZNF619"
## [17239] "ZNF620" "ZNF621"
## [17241] "ZNF622" "ZNF623"
## [17243] "ZNF624" "ZNF625"
## [17245] "ZNF626" "ZNF627"
## [17247] "ZNF628" "ZNF630"
## [17249] "ZNF638" "ZNF639"
## [17251] "ZNF641" "ZNF644"
## [17253] "ZNF646" "ZNF648"
## [17255] "ZNF649" "ZNF652"
## [17257] "ZNF653" "ZNF654"
## [17259] "ZNF655" "ZNF658"
## [17261] "ZNF658B" "ZNF660"
## [17263] "ZNF662" "ZNF664"
## [17265] "ZNF665" "ZNF667"
## [17267] "ZNF668" "ZNF669"
## [17269] "ZNF670" "ZNF670-ZNF695"
## [17271] "ZNF671" "ZNF672"
## [17273] "ZNF674" "ZNF674-AS1"
## [17275] "ZNF675" "ZNF677"
## [17277] "ZNF678" "ZNF680"
## [17279] "ZNF681" "ZNF682"
## [17281] "ZNF683" "ZNF684"
## [17283] "ZNF687" "ZNF688"
## [17285] "ZNF689" "ZNF69"
## [17287] "ZNF691" "ZNF692"
## [17289] "ZNF695" "ZNF696"
## [17291] "ZNF697" "ZNF699"
## [17293] "ZNF7" "ZNF70"
## [17295] "ZNF700" "ZNF701"
## [17297] "ZNF702P" "ZNF703"
## [17299] "ZNF704" "ZNF705A"
## [17301] "ZNF706" "ZNF707"
## [17303] "ZNF708" "ZNF709"
## [17305] "ZNF71" "ZNF710"
## [17307] "ZNF711" "ZNF713"
## [17309] "ZNF714" "ZNF717"
## [17311] "ZNF718" "ZNF720"
## [17313] "ZNF721" "ZNF726"
## [17315] "ZNF727" "ZNF732"
## [17317] "ZNF736" "ZNF737"
## [17319] "ZNF738" "ZNF74"
## [17321] "ZNF740" "ZNF746"
## [17323] "ZNF747" "ZNF749"
## [17325] "ZNF750" "ZNF75A"
## [17327] "ZNF75D" "ZNF76"
## [17329] "ZNF761" "ZNF763"
## [17331] "ZNF764" "ZNF765"
## [17333] "ZNF766" "ZNF768"
## [17335] "ZNF77" "ZNF770"
## [17337] "ZNF771" "ZNF772"
## [17339] "ZNF773" "ZNF774"
## [17341] "ZNF775" "ZNF776"
## [17343] "ZNF777" "ZNF778"
## [17345] "ZNF780A" "ZNF780B"
## [17347] "ZNF781" "ZNF782"
## [17349] "ZNF783" "ZNF784"
## [17351] "ZNF785" "ZNF786"
## [17353] "ZNF787" "ZNF789"
## [17355] "ZNF79" "ZNF790"
## [17357] "ZNF790-AS1" "ZNF791"
## [17359] "ZNF792" "ZNF793"
## [17361] "ZNF799" "ZNF8"
## [17363] "ZNF80" "ZNF800"
## [17365] "ZNF804A" "ZNF805"
## [17367] "ZNF808" "ZNF81"
## [17369] "ZNF813" "ZNF814"
## [17371] "ZNF815P" "ZNF816"
## [17373] "ZNF821" "ZNF823"
## [17375] "ZNF826P" "ZNF827"
## [17377] "ZNF829" "ZNF83"
## [17379] "ZNF830" "ZNF831"
## [17381] "ZNF833P" "ZNF835"
## [17383] "ZNF836" "ZNF837"
## [17385] "ZNF839" "ZNF84"
## [17387] "ZNF841" "ZNF843"
## [17389] "ZNF844" "ZNF845"
## [17391] "ZNF846" "ZNF847P"
## [17393] "ZNF85" "ZNF850"
## [17395] "ZNF853" "ZNF860"
## [17397] "ZNF862" "ZNF865"
## [17399] "ZNF876P" "ZNF878"
## [17401] "ZNF879" "ZNF880"
## [17403] "ZNF883" "ZNF890P"
## [17405] "ZNF90" "ZNF91"
## [17407] "ZNF92" "ZNF93"
## [17409] "ZNFX1" "ZNHIT1"
## [17411] "ZNHIT2" "ZNHIT3"
## [17413] "ZNHIT6" "ZNRF1"
## [17415] "ZNRF2" "ZNRF2P1"
## [17417] "ZNRF2P2" "ZNRF3"
## [17419] "ZNRF3-AS1" "ZP1"
## [17421] "ZP3" "ZPBP2"
## [17423] "ZPLD1" "ZRANB1"
## [17425] "ZRANB2" "ZRANB2-AS1"
## [17427] "ZRANB2-AS2" "ZRANB3"
## [17429] "ZRSR2" "ZSCAN10"
## [17431] "ZSCAN12" "ZSCAN12P1"
## [17433] "ZSCAN16" "ZSCAN18"
## [17435] "ZSCAN2" "ZSCAN20"
## [17437] "ZSCAN21" "ZSCAN22"
## [17439] "ZSCAN23" "ZSCAN25"
## [17441] "ZSCAN26" "ZSCAN29"
## [17443] "ZSCAN30" "ZSCAN31"
## [17445] "ZSCAN32" "ZSCAN5A"
## [17447] "ZSCAN5B" "ZSCAN9"
## [17449] "ZSWIM1" "ZSWIM2"
## [17451] "ZSWIM3" "ZSWIM4"
## [17453] "ZSWIM5" "ZSWIM6"
## [17455] "ZSWIM7" "ZSWIM8"
## [17457] "ZSWIM8-AS1" "ZW10"
## [17459] "ZWILCH" "ZWINT"
## [17461] "ZXDA" "ZXDB"
## [17463] "ZXDC" "ZYG11A"
## [17465] "ZYG11B" "ZYX"
## [17467] "ZZEF1"plot(hclust(dist(t(cells_4_BALF)),method="complete"))##samples are rather clustering by type than the COV2 infection status
#Series 15 is furthest from the others and that makes sense since these are from patients rather than cell lines. We should exclude Series 15 from the signature generation dataset.
##filter all zeroes
cells_4_BALF_filt<-(cells_4_BALF[apply(cells_4_BALF==0,1,mean)<0.1,])
#precombat PCA
pca<-prcomp(t(cells_4_BALF_filt))
plot(pca)
{plot(pca$x[,1],pca$x[,2])
points(pca$x[1:15,1],pca$x[1:15,2],col=2,pch=2)
points(pca$x[16:31,1],pca$x[16:31,2],col=3,pch=2)
}
which(pca$x[,1]< -100)## named integer(0)which(pca$x[,1]< -20)## Series5_A549_Mock_1 Series5_A549_Mock_2
## 1 2
## Series5_A549_Mock_3 Series6_A549.ACE2_Mock_1
## 3 4
## Series6_A549.ACE2_Mock_2 Series6_A549.ACE2_Mock_3
## 5 6
## Series7_Calu3_Mock_1 Series7_Calu3_Mock_2
## 7 8
## Series7_Calu3_Mock_3 Series16_A549.ACE2_Mock_1
## 9 10
## Series16_A549.ACE2_Mock_2 Series16_A549.ACE2_Mock_3
## 11 12
## Series5_A549_SARS.CoV.2_1 Series5_A549_SARS.CoV.2_2
## 16 17
## Series5_A549_SARS.CoV.2_3 Series6_A549.ACE2_SARS.CoV.2_1
## 18 19
## Series6_A549.ACE2_SARS.CoV.2_2 Series6_A549.ACE2_SARS.CoV.2_3
## 20 21
## Series7_Calu3_SARS.CoV.2_1 Series7_Calu3_SARS.CoV.2_2
## 22 23
## Series7_Calu3_SARS.CoV.2_3 Series16_A549.ACE2_SARS.CoV.2_1
## 24 25
## Series16_A549.ACE2_SARS.CoV.2_2 Series16_A549.ACE2_SARS.CoV.2_3
## 26 27which(pca$x[,1]< 0)## Series5_A549_Mock_1 Series5_A549_Mock_2
## 1 2
## Series5_A549_Mock_3 Series6_A549.ACE2_Mock_1
## 3 4
## Series6_A549.ACE2_Mock_2 Series6_A549.ACE2_Mock_3
## 5 6
## Series7_Calu3_Mock_1 Series7_Calu3_Mock_2
## 7 8
## Series7_Calu3_Mock_3 Series16_A549.ACE2_Mock_1
## 9 10
## Series16_A549.ACE2_Mock_2 Series16_A549.ACE2_Mock_3
## 11 12
## Series5_A549_SARS.CoV.2_1 Series5_A549_SARS.CoV.2_2
## 16 17
## Series5_A549_SARS.CoV.2_3 Series6_A549.ACE2_SARS.CoV.2_1
## 18 19
## Series6_A549.ACE2_SARS.CoV.2_2 Series6_A549.ACE2_SARS.CoV.2_3
## 20 21
## Series7_Calu3_SARS.CoV.2_1 Series7_Calu3_SARS.CoV.2_2
## 22 23
## Series7_Calu3_SARS.CoV.2_3 Series16_A549.ACE2_SARS.CoV.2_1
## 24 25
## Series16_A549.ACE2_SARS.CoV.2_2 Series16_A549.ACE2_SARS.CoV.2_3
## 26 27###we need to batch adjust based on the cell types
##Series5_A549-1 Series6_A549.ACE2-2 Series7_Calu3-3 Series16_A549.ACE2-4, patients-5
bat <-as.data.frame(cbind(
colnames(cells_4_BALF_filt),
c(rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 3),rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(6, 2), rep(7, 2)),
c(rep(1, 15), rep(2, 16))))
mod<-model.matrix(~as.factor(bat[,3]), data=bat)
combat_mock_cov<-ComBat(dat = as.matrix(cells_4_BALF_filt,),batch = (bat[,2]),mod=mod,par.prior = T)## Found7batches## Adjusting for1covariate(s) or covariate level(s)## Standardizing Data across genes## Fitting L/S model and finding priors## Finding parametric adjustments## Adjusting the Datawrite.csv(combat_mock_cov,"combat_cell56716_BALF.csv")
plot(hclust(dist(t(combat_mock_cov)),method="complete"))
##PCA post combat
pca<-prcomp(t(combat_mock_cov))
plot(pca)
{plot(pca$x[,1],pca$x[,2])
points(pca$x[1:15,1],pca$x[1:15,2], main="Top 2 PCs",col=2)
points(pca$x[16:31,1],pca$x[16:31,2], main="Top 2 PCs",col=3)}
which(pca$x[,1]< -50)## named integer(0)which(pca$x[,2]< -50)## named integer(0)########running assign with the best 25 genes found in the cell line data########
c_mock<-as.matrix(combat_mock_cov[,c(1:12)])
c_cov<-as.matrix(combat_mock_cov[,c(16:27)])
test<-as.matrix(combat_mock_cov[,c(13:15,28:31)])
trainingLabela <- list(control=list(mock=1:12),cov=13:24)
genelist_25<-read.csv("signature_gene_list_prior_25yueli.csv")
basedir<-getwd()
sub_dir <- paste(basedir,paste("cov_BALF", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
trainingData = cbind(c_mock, c_cov),
testData = test,
trainingLabel = trainingLabela,
geneList = list(genelist_25$X),
adaptive_B = T,
adaptive_S = F,
outputDir = sub_dir,
p_beta = 0.01,
theta0 = 0.05,
theta1 = 0.9,
iter = 2000,
burn_in = 1000)## Performing QC on the input data...## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!## Generating starting/prior values for model parameters...## Estimating model parameters in the training dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Estimating model parameters in the test dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Outputing results...#PBMC
cell_5_6_7_16_PBMC<-read.table("cell_5_6_7_16_PBMC_norm.txt",head=TRUE)
write.csv(cell_5_6_7_16_PBMC,"cell_5_6_7_16_PBMC.csv")
cells_4_PBMC<-read.csv("cell_5_6_7_16_PBMC.csv",header=TRUE)
cells_4_PBMC<-(log2(data.frame(cells_4_PBMC,check.names = F, row.names=1)+1))
colnames(cells_4_PBMC)## [1] "Series5_A549_Mock_1" "Series5_A549_Mock_2"
## [3] "Series5_A549_Mock_3" "Series6_A549.ACE2_Mock_1"
## [5] "Series6_A549.ACE2_Mock_2" "Series6_A549.ACE2_Mock_3"
## [7] "Series7_Calu3_Mock_1" "Series7_Calu3_Mock_2"
## [9] "Series7_Calu3_Mock_3" "Series16_A549.ACE2_Mock_1"
## [11] "Series16_A549.ACE2_Mock_2" "Series16_A549.ACE2_Mock_3"
## [13] "CRR119890" "CRR125445"
## [15] "CRR125446" "Series5_A549_SARS.CoV.2_1"
## [17] "Series5_A549_SARS.CoV.2_2" "Series5_A549_SARS.CoV.2_3"
## [19] "Series6_A549.ACE2_SARS.CoV.2_1" "Series6_A549.ACE2_SARS.CoV.2_2"
## [21] "Series6_A549.ACE2_SARS.CoV.2_3" "Series7_Calu3_SARS.CoV.2_1"
## [23] "Series7_Calu3_SARS.CoV.2_2" "Series7_Calu3_SARS.CoV.2_3"
## [25] "Series16_A549.ACE2_SARS.CoV.2_1" "Series16_A549.ACE2_SARS.CoV.2_2"
## [27] "Series16_A549.ACE2_SARS.CoV.2_3" "CRR119891"
## [29] "CRR119892" "CRR119893"#rownames(cells_4_PBMC)
plot(hclust(dist(t(cells_4_PBMC)),method="complete"))##samples are rather clustering by type than the COV2 infection status
#Series 15 is furthest from the others and that makes sense since these are from patients rather than cell lines. We should exclude Series 15 from the signature generation dataset.
##filter all zeroes
cells_4_PBMC_filt<-(cells_4_PBMC[apply(cells_4_PBMC==0,1,mean)<0.1,])
#precombat PCA
pca<-prcomp(t(cells_4_PBMC_filt))
plot(pca)
{plot(pca$x[,1],pca$x[,2])
points(pca$x[1:15,1],pca$x[1:15,2],col=2,pch=2)
points(pca$x[16:30,1],pca$x[16:30,2],col=3,pch=2)
}
which(pca$x[,1]< -100)## named integer(0)which(pca$x[,1]< -20)## Series5_A549_Mock_1 Series5_A549_Mock_2
## 1 2
## Series5_A549_Mock_3 Series6_A549.ACE2_Mock_1
## 3 4
## Series6_A549.ACE2_Mock_2 Series6_A549.ACE2_Mock_3
## 5 6
## Series7_Calu3_Mock_1 Series7_Calu3_Mock_2
## 7 8
## Series7_Calu3_Mock_3 Series16_A549.ACE2_Mock_1
## 9 10
## Series16_A549.ACE2_Mock_2 Series16_A549.ACE2_Mock_3
## 11 12
## Series5_A549_SARS.CoV.2_1 Series5_A549_SARS.CoV.2_2
## 16 17
## Series5_A549_SARS.CoV.2_3 Series6_A549.ACE2_SARS.CoV.2_1
## 18 19
## Series6_A549.ACE2_SARS.CoV.2_2 Series6_A549.ACE2_SARS.CoV.2_3
## 20 21
## Series7_Calu3_SARS.CoV.2_1 Series7_Calu3_SARS.CoV.2_2
## 22 23
## Series7_Calu3_SARS.CoV.2_3 Series16_A549.ACE2_SARS.CoV.2_1
## 24 25
## Series16_A549.ACE2_SARS.CoV.2_2 Series16_A549.ACE2_SARS.CoV.2_3
## 26 27which(pca$x[,1]< 0)## Series5_A549_Mock_1 Series5_A549_Mock_2
## 1 2
## Series5_A549_Mock_3 Series6_A549.ACE2_Mock_1
## 3 4
## Series6_A549.ACE2_Mock_2 Series6_A549.ACE2_Mock_3
## 5 6
## Series7_Calu3_Mock_1 Series7_Calu3_Mock_2
## 7 8
## Series7_Calu3_Mock_3 Series16_A549.ACE2_Mock_1
## 9 10
## Series16_A549.ACE2_Mock_2 Series16_A549.ACE2_Mock_3
## 11 12
## Series5_A549_SARS.CoV.2_1 Series5_A549_SARS.CoV.2_2
## 16 17
## Series5_A549_SARS.CoV.2_3 Series6_A549.ACE2_SARS.CoV.2_1
## 18 19
## Series6_A549.ACE2_SARS.CoV.2_2 Series6_A549.ACE2_SARS.CoV.2_3
## 20 21
## Series7_Calu3_SARS.CoV.2_1 Series7_Calu3_SARS.CoV.2_2
## 22 23
## Series7_Calu3_SARS.CoV.2_3 Series16_A549.ACE2_SARS.CoV.2_1
## 24 25
## Series16_A549.ACE2_SARS.CoV.2_2 Series16_A549.ACE2_SARS.CoV.2_3
## 26 27###we need to batch adjust based on the cell types
##Series5_A549-1 Series6_A549.ACE2-2 Series7_Calu3-3 Series16_A549.ACE2-4, patients-5
bat <-as.data.frame(cbind(
colnames(cells_4_PBMC_filt),
c(rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(5, 3),rep(1, 3),rep(2, 3),rep(3, 3),rep(4, 3),rep(6, 3)),
c(rep(1, 15), rep(2, 15))))
mod<-model.matrix(~as.factor(bat[,3]), data=bat)
combat_mock_cov<-ComBat(dat = as.matrix(cells_4_PBMC_filt,),batch = (bat[,2]),mod=mod,par.prior = T)## Found6batches## Adjusting for1covariate(s) or covariate level(s)## Standardizing Data across genes## Fitting L/S model and finding priors## Finding parametric adjustments## Adjusting the Data##PCA post combat
pca<-prcomp(t(combat_mock_cov))
plot(pca)
{plot(pca$x[,1],pca$x[,2])
points(pca$x[1:15,1],pca$x[1:15,2], main="Top 2 PCs",col=2)
points(pca$x[16:30,1],pca$x[16:30,2], main="Top 2 PCs",col=3)}
which(pca$x[,1]< -50)## named integer(0)which(pca$x[,2]< -50)## named integer(0)plot(hclust(dist(t(combat_mock_cov)),method="complete"))
########running assign with the best 25 genes found in the cell line data########
#combat_mock_cov<-read.table("combat_cell56716_PBMC.txt",header=TRUE)
c_mock<-as.matrix(combat_mock_cov[,c(1:12)])
c_cov<-as.matrix(combat_mock_cov[,c(16:27)])
test<-as.matrix(combat_mock_cov[,c(13:15,28:30)])
trainingLabela <- list(control=list(mock=1:12),cov=13:24)
genelist_25<-read.csv("signature_gene_list_prior_25yueli.csv")
basedir<-getwd()
sub_dir <- paste(basedir,paste("cov_PBMC", 25, sep=""),sep='/')
dir.create(sub_dir)
set.seed(1220)
assign.wrapper(
trainingData = cbind(c_mock, c_cov),
testData = test,
trainingLabel = trainingLabela,
geneList = list(genelist_25$X),
n_sigGene = 25,
adaptive_B = T,
adaptive_S = F,
outputDir = sub_dir,
p_beta = 0.01,
theta0 = 0.05,
theta1 = 0.9,
iter = 2000,
burn_in = 1000)## Performing QC on the input data...## Warning in assign.preprocess(trainingData, testData, anchorGenes, excludeGenes, : Control Labels DO NOT match the experimental Labels!
## Please make sure that you specify the correct indice for control and experimental samples in the trainingLabel!## Generating starting/prior values for model parameters...## Estimating model parameters in the training dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Estimating model parameters in the test dataset...## Start Gibbs sampling...## | 0% 50% 100% |## Outputing results...#single_cell_integrate
#input, CreateSeuratObject, filter, save
a<-"hc_51_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "h1", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 15385 features across 11113 samples within 1 assay
## Active assay: RNA (15385 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: IL32, CD2, TRAC, CCL5, LTB, TRBC2, CORO1A, TRBC1, KLRB1, CD3D
## CD3E, IFITM1, GZMA, CLEC2D, ACAP1, LIMD2, GIMAP7, LINC01943, LCK, TRAF3IP3
## PTPN7, LINC01871, CD3G, IFITM2, ISG20, NKG7, ETS1, CD48, BTG1, CD40LG
## Negative: MARCO, C1QB, C1QA, GRN, FTL, C1QC, TYROBP, HLA-DRB5, FCER1G, LGALS3
## HLA-DRB1, CD68, CD63, CTSD, SERPINA1, HLA-DQA1, HLA-DRA, FBP1, HLA-DQB1, TSPO
## ACP5, S100A11, ANXA2, CTSS, SERPING1, MGST3, PSAP, FABP4, CAPG, S100A9
## PC_ 2
## Positive: APOE, APOC1, FTL, LYZ, CFD, NUPR1, CTSS, PLTP, SAT1, GPNMB
## PSAP, LIPA, SOD2, HLA-DPA1, NPC2, HLA-DPB1, LINC01827, CD14, HLA-DMB, TYROBP
## PLD3, RARRES1, HLA-DRA, KCNMA1, A2M, ABCA1, BLVRB, AKR1B1, CPVL, GPX3
## Negative: TOP2A, BIRC5, CDK1, PCLAF, UBE2C, NUSAP1, MKI67, TYMS, CDKN3, HMMR
## PTTG1, GTSE1, CDC20, CCNB2, ASPM, CENPF, PRC1, MAD2L1, SPC25, TK1
## RRM2, CENPM, CEP55, TPX2, CKS2, ANLN, SGO1, CCNB1, CENPA, NUF2
## PC_ 3
## Positive: MCEMP1, CD52, INHBA, RGCC, S100A4, MRC1, RETN, GPD1, AQP3, CRIP1
## PNPLA6, CALM1, MYL12A, STXBP2, FBP1, IGF1, ISG15, CCND3, HCAR2, LY6E
## MYL6, THBS1, RHBDD2, PTPMT1, PPARG, ALOX5AP, GLRX, DECR1, TSPO, LINC02345
## Negative: LYZ, APOE, TOP2A, BIRC5, CDK1, UBE2C, NUSAP1, PCLAF, MKI67, HMMR
## CDKN3, GTSE1, PLTP, CDC20, TYMS, CENPF, CCNB2, PRC1, APOC1, ASPM
## CFD, MAD2L1, MARCKS, CXCR4, NUPR1, CTSS, GPNMB, CD14, NPC2, CEP55
## PC_ 4
## Positive: PKIB, CD1C, FCGR2B, FCER1A, C15orf48, MARCKS, ACTB, LGALS2, CLEC10A, CD1E
## ACTG1, MEF2C, BASP1, GSN, EMP3, FPR3, EMP1, S100A10, LMNA, FGL2
## CCL17, RNASE6, PFN1, RNASE1, CD1A, CRIP1, MYADM, PEA15, TAGLN2, AP1S2
## Negative: CSTA, CFD, FABP4, LYZ, NUPR1, FTL, SERPING1, IGF1, CTSC, APOC1
## VMO1, PLAC8, RBP4, ALDH2, LINC01827, C1QA, STMN1, AKR1B1, C1QB, SPARC
## NUP214, MYB, C9orf16, LY86, KCNAB1, ABHD5, SERPINA1, MT2A, MARCO, LINC02154
## PC_ 5
## Positive: OTOA, CCL18, CTSL, GCHFR, TFRC, IL32, FDX1, GPNMB, CSTB, SDC2
## LIPA, SCD, CD2, RMDN3, HES2, APOC1, CA2, CCL5, TRAC, FABP3
## CD52, CD36, LGMN, CYP27A1, NR1H3, CD99, PLIN2, FN1, TRBC2, CTSB
## Negative: FCER1A, CD1C, PKIB, CD1E, MNDA, LGALS2, CLEC10A, MEF2C, HLA-DPB1, FCGR2B
## FGL2, MS4A6A, HLA-DPA1, PLAC8, HLA-DQB1, HLA-DRA, IFITM3, CCL17, CD1A, HLA-DRB1
## IGF1, THBS1, HLA-DQA1, CSTA, CLEC7A, LYZ, HLA-DRB5, CLEC5A, TYROBP, S100Bpbmc <- RunUMAP(pbmc, dims = 1:10)## Warning: The default method for RunUMAP has changed from calling Python UMAP via reticulate to the R-native UWOT using the cosine metric
## To use Python UMAP via reticulate, set umap.method to 'umap-learn' and metric to 'correlation'
## This message will be shown once per session## 00:49:40 UMAP embedding parameters a = 0.9922 b = 1.112## 00:49:40 Read 8923 rows and found 10 numeric columns## 00:49:40 Using Annoy for neighbor search, n_neighbors = 30## 00:49:40 Building Annoy index with metric = cosine, n_trees = 50## 0% 10 20 30 40 50 60 70 80 90 100%## [----|----|----|----|----|----|----|----|----|----|## **************************************************|
## 00:49:41 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f8591d67d1
## 00:49:41 Searching Annoy index using 1 thread, search_k = 3000
## 00:49:44 Annoy recall = 100%
## 00:49:44 Commencing smooth kNN distance calibration using 1 thread
## 00:49:45 Initializing from normalized Laplacian + noise
## 00:49:45 Commencing optimization for 500 epochs, with 365236 positive edges
## 00:49:53 Optimization finishedsaveRDS(pbmc, file = "hc51.rds")
a<-"hc_52_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "h2", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 14748 features across 10361 samples within 1 assay
## Active assay: RNA (14748 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: C1QB, C1QC, ANXA2, S100A11, CD52, ACTB, CFL1, MYL6, C1QA, CD63
## SERF2, FBP1, RETN, TFRC, CSTB, GRN, NOP10, PFN1, S100A10, MCEMP1
## TSPO, PRDX1, TMSB10, IFI6, IGFBP2, MARCO, TGM2, HSP90AA1, LGALS3, MSR1
## Negative: MALAT1, LYZ, CXCR4, CFD, BTG1, C3, RGS2, MT2A, SNHG7, MEF2C
## IL32, LINC01827, EGR1, LTB, RGS18, CD2, CORO1A, FOS, CLDND2, SNHG12
## TRAC, LGALS2, RCSD1, CD1D, CLEC4E, GPR155, LTC4S, MT1X, WFDC2, AGR3
## PC_ 2
## Positive: FTL, APOE, APOC1, GPNMB, LGALS1, OTOA, CSTB, LIPA, CTSD, PSAP
## NPC2, RARRES1, PLA2G7, PLD3, FTH1, MARCKS, A2M, CD36, CTSB, HLA-A
## BLVRB, CD14, CD48, HLA-B, CFD, SGK1, LGMN, ABCA1, SCD, SDC2
## Negative: MCEMP1, RETN, INHBA, ALOX5AP, C1QA, PLAC8, MRC1, S100A4, CRIP1, STXBP2
## HP, IGF1, C1QB, TSPO, TCF7L2, FBP1, PNPLA6, RGCC, CD52, IGFBP2
## C1QC, TMSB4X, PARAL1, MYL6, S100A9, CYSLTR1, LY6E, HLA-DRA, CYBB, FOLR3
## PC_ 3
## Positive: TMSB4X, TYROBP, FTH1, FTL, CD74, LYZ, HLA-DRA, APOC1, APOE, CFD
## C1QB, B2M, HLA-DQA1, C1QA, GRN, CTSD, NUPR1, HCST, PSAP, SRGN
## FABP4, LGALS1, ALOX5AP, NPC2, TMSB10, VIM, S100A4, SERPING1, MARCO, CD68
## Negative: SLPI, GSTA1, SMIM22, TSPAN1, AGR3, CD24, FXYD3, TFF3, C9orf24, IGFBP7
## MS4A8, CAPS, WFDC2, PERP, ANKRD44-AS1, RSPH1, CLU, FAM183A, KRT8, LRRIQ1
## TMEM190, SNTN, NQO1, C1orf194, SPATA18, DYNLRB2, ECRG4, C20orf85, C12orf75, C11orf88
## PC_ 4
## Positive: TYROBP, FTL, APOC1, FTH1, LYZ, CD74, HLA-DRA, CFD, FABP4, C1QB
## NUPR1, TMSB4X, B2M, C1QA, APOE, RBP4, HLA-DQA1, SERPING1, MARCO, MT2A
## CES1, LINC01827, TREM1, GRN, HCST, GCHFR, NPC2, PSAP, HLA-B, GLUL
## Negative: MARCKS, PLA2G7, EMP1, SDS, CCL4, SPP1, C15orf48, SNCA, CHI3L1, ACTG1
## CCL3, CCL4L2, ACTB, CCL2, CHIT1, FCGR2B, CORO1A, FNIP2, LGMN, RGCC
## MALAT1, MTHFD2, INHBA, CCL20, TNFAIP6, GBP1, SLAMF7, GDF15, SOD2, TNIP3
## PC_ 5
## Positive: LGALS3, CD52, CSTB, CD9, ACP5, FDX1, GCHFR, HES2, GDF15, OTOA
## PPDPF, PLA2G7, CD63, CA2, CHIT1, RGCC, TUBA1B, GPD1, FABP3, FTL
## HEXB, CD68, RBP4, TXN, RETREG1, CHCHD6, DBI, CYP27A1, NOP10, HS3ST2
## Negative: CCL4, CCL4L2, LYZ, TNFAIP6, HLA-DRA, CCL3, CXCL10, CD74, TNIP3, CCL20
## SOD2, CCL3L1, TMSB4X, FCGR3A, SRGN, GBP1, S100A8, SAT1, MARCKS, GCH1
## GBP5, PLEK, FOS, MT2A, B2M, MT-CO1, CXCL3, VAMP5, EGR1, CXCL11pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:51:15 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:51:15 Read 7533 rows and found 10 numeric columns
## 00:51:15 Using Annoy for neighbor search, n_neighbors = 30
## 00:51:15 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:51:15 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f8fff6555
## 00:51:15 Searching Annoy index using 1 thread, search_k = 3000
## 00:51:18 Annoy recall = 100%
## 00:51:18 Commencing smooth kNN distance calibration using 1 thread
## 00:51:19 Initializing from normalized Laplacian + noise
## 00:51:19 Commencing optimization for 500 epochs, with 307648 positive edges
## 00:51:25 Optimization finishedsaveRDS(pbmc, file = "hc52.rds")
a<-"hc_100_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "h3", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 16315 features across 6578 samples within 1 assay
## Active assay: RNA (16315 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: KRT78, LCN2, KRT19, ELF3, MUC21, PRSS22, ECM1, MAL, SPRR1B, KRT13
## SPRR3, LYPD2, SPRR2D, TMPRSS11B, PITX1, PPL, SPRR2A, EMP1, CEACAM6, FAM25A
## GPRC5A, SCEL, RHCG, EPS8L1, CD3E, DUSP5, IL32, TMPRSS11E, SPINK5, CDKN2B
## Negative: FTL, HLA-DRA, LYZ, TYROBP, HLA-DRB1, APOC1, CD74, C1QA, CST3, FCER1G
## APOE, C1QB, HLA-DQB1, HLA-DPA1, CTSD, CD68, GRN, ACP5, FBP1, FTH1
## HLA-DPB1, PSAP, MARCO, TSPO, FCGRT, FABP4, C1QC, CD9, CEBPB, MCEMP1
## PC_ 2
## Positive: KRT78, LCN2, MUC21, ELF3, ECM1, KRT19, PRSS22, SPRR1B, KRT13, SPRR3
## LYPD2, SPRR2D, PITX1, EPS8L1, TMPRSS11B, EMP1, PPL, FTH1, S100A9, CEACAM6
## FAM25A, SPRR2A, GPRC5A, SCEL, NIBAN2, RHCG, TMPRSS11E, IL1RN, LGALS3, SPINK5
## Negative: CD3E, IL32, TRAC, CD2, CD3D, ETS1, CD3G, LTB, TRBC2, CORO1A
## GIMAP7, LIMD2, KLRB1, TRBC1, ISG20, IL7R, CD247, ACAP1, CCL5, RORA
## SYNE2, CD7, TRAF3IP3, GZMA, BCL11B, CD69, GPR183, MT-ND3, DGKA, RIPOR2
## PC_ 3
## Positive: SLC11A1, TNFAIP2, NEAT1, TFRC, TAGLN, ITGAX, VMP1, DDHD1, INHBA, LRP1
## ZNF589, DMXL2, MYO6, CHML, UVSSA, CIITA, SIGLEC1, ZMAT1, CTNNB1, PKN2
## B3GNT5, SLC12A6, PER1, ACE, FOS, SLFN11, PTK2B, CXCL3, DUSP1, CLN8
## Negative: ACTB, ACTG1, MYL12A, S100A6, S100A11, SSR4, HLA-DPB1, HCST, SRGN, CD63
## LGALS1, FCER1G, CST3, NPC2, HLA-DPA1, C1QB, S100A9, PPDPF, HLA-DQA2, CSTB
## PPIB, ZFAS1, SEC61B, MGST3, NDUFB11, SUB1, EVI2B, TYROBP, CORO1A, GCHFR
## PC_ 4
## Positive: SPINK5, PSCA, TMPRSS11E, KRT6A, SPRR2E, S100A14, LYPD2, SPRR3, KRT13, S100A9
## MAL, CNFN, FABP4, C19orf33, SPRR2A, SPRR2D, LCN2, KRT78, KRT19, SPRR1B
## PPL, S100A8, PRSS22, CD177, S100P, APOC1, AIF1L, ELF3, GCHFR, TGM3
## Negative: TAMALIN, SNCA, FPR3, MEF2C, BCL11A, MT-ND3, FCGR2B, MAP3K20, TRAF4, SNX9
## TCF4, P2RY14, CLTC, MS4A6A, MT-ND1, PMP22, IL13RA1, METRNL, F13A1, CLDN1
## STAB1, CSF1R, MT-ND5, PCBP1, AHNAK, SPP1, MT-ND2, CLEC4F, NLRP3, ZNF503
## PC_ 5
## Positive: FABP4, MARCO, MGST3, CTSD, MCEMP1, CES1, TRAF4, APOC1, PLIN2, APOE
## FRMD8, TSPO, GZMB, FABP5, SLC3A2, MSR1, CEBPB, NUPR1, FBXO32, GNG12
## FBP1, RETN, ZNF185, GNE, ATP1B1, CRYM, MGST1, SCD, CA13, SSR4
## Negative: FGL2, LGALS2, CLEC10A, FCER1A, CD1C, CD1E, CLEC4F, KRT6A, SPRR2E, NDRG2
## LTC4S, S100B, MS4A6A, F13A1, SPINK5, PSCA, CD1A, CFP, CLDN1, S100A14
## PKIB, FCGR2B, CCL17, HLA-DQA1, CSF1R, TMPRSS11E, CNFN, AFDN, HSPA6, FPR3pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:52:20 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:52:20 Read 303 rows and found 10 numeric columns
## 00:52:20 Using Annoy for neighbor search, n_neighbors = 30
## 00:52:20 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:52:20 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f81fafa1c1
## 00:52:20 Searching Annoy index using 1 thread, search_k = 3000
## 00:52:20 Annoy recall = 100%
## 00:52:20 Commencing smooth kNN distance calibration using 1 thread
## 00:52:21 Initializing from normalized Laplacian + noise
## 00:52:21 Commencing optimization for 500 epochs, with 11370 positive edges
## 00:52:21 Optimization finishedsaveRDS(pbmc, file = "hc100.rds")
a<-"mild_141_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "m1", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 17670 features across 4233 samples within 1 assay
## Active assay: RNA (17670 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: CST3, FTL, IFI30, FTH1, TYROBP, CD68, FCER1G, CXCL10, AIF1, LYZ
## GLUL, MNDA, GRN, SERPINA1, HLA-DRA, CTSL, MS4A6A, SERPING1, SPI1, APOBEC3A
## MAFB, APOC1, MS4A4A, ATOX1, FCGR1A, C1QC, C1QB, NUPR1, HLA-DRB5, FCGR3A
## Negative: IL32, CCL5, CD52, GIMAP7, CD7, GZMA, CD8A, TRBC2, NKG7, PRF1
## CD8B, CST7, CTSW, SPOCK2, BTG1, LAG3, IL2RB, CXCR3, ITGA4, HOPX
## SH2D2A, GNG2, LBH, FASLG, CD6, AHNAK, CD69, CXCR6, LINC00861, GZMB
## PC_ 2
## Positive: WFDC2, SLPI, LCN2, KRT19, FXYD3, CXCL17, AGR2, PIGR, SCGB3A1, S100P
## TSPAN1, GSTA1, SCGB1A1, SERPINB3, ADH1C, CYP2F1, TFF3, BPIFB1, KRT18, PRSS23
## S100A14, CEACAM6, C19orf33, MUC5B, MUC5AC, LYPD2, MSMB, ASS1, AKR1C1, AQP5
## Negative: MX1, RSAD2, ISG20, IRF7, GBP1, KLF6, ISG15, STAT1, SRGN, DDX58
## IFIH1, GBP4, GBP5, MT-CO1, TNFSF10, IFIT3, STAT2, CD69, IFIT1, TYMP
## GIMAP7, CD38, NUB1, MT-CO2, S100A10, IL32, RGS1, SOCS1, APOBEC3G, IFIT2
## PC_ 3
## Positive: APOC1, NUPR1, MARCO, S100A4, VIM, FTL, FABP4, MCEMP1, APOE, C1QB
## C1QC, C1QA, RBP4, CAPG, S100A8, CYP27A1, STXBP2, PARAL1, SNX10, PELATON
## NCF2, GCHFR, AIF1, S100A11, S100A9, CES1, SERPINA1, MGST3, S100A10, PPARG
## Negative: CCR7, TSPAN13, IGKC, NR4A3, MEF2C, IDO1, BASP1, IRF8, TCF4, CD83
## LAD1, BCL11A, WDFY4, LRRK1, LAMP3, ETV6, FSCN1, NRP2, BIRC3, TBC1D8
## MARCKSL1, RGS1, NEURL3, DUSP5, CERS6, NAPSA, SLC41A2, NFKB1, CD79A, IGFBP4
## PC_ 4
## Positive: MS4A1, CD79A, IGKC, HLA-DQA1, MEF2C, BANK1, FCRLA, NAPSA, HLA-DQB1, CD19
## LINC02397, TCF4, HLA-DQA2, CPNE5, GAPT, PLD4, RHEX, HLA-DRA, JCHAIN, BLNK
## BCL11A, DERL3, HLA-DPB1, PLAC8, IGHA1, FCRL5, IGHM, IRF8, HLA-DPA1, PAX5
## Negative: S100A6, WFDC2, S100P, LCN2, IFI6, SLPI, KRT19, RSAD2, AGR2, PIGR
## GBP1, KLF6, CEACAM6, CXCL17, LYPD2, CYP2F1, ADH1C, FXYD3, ASS1, SCGB3A1
## PRSS23, GBP5, S100A14, LAG3, TSPAN1, S100A4, MDK, S100A10, KRT18, C19orf33
## PC_ 5
## Positive: MT2A, TNFSF10, IFIT3, IFIT1, IFIT2, ISG15, IFI6, ICAM2, MX1, GBP1
## GBP4, RIPOR2, LTB, DDX58, STAT1, SAT1, ISG20, SELL, RSAD2, IRF7
## SOCS1, ICOS, CD28, IFIH1, TMSB10, MAL, CTLA4, TESPA1, TNFRSF4, BCL2L14
## Negative: HOPX, ZNF683, CD8A, KLRC1, CXCR6, CD63, KLRD1, ITGAE, PLEKHF1, CCL5
## NKG7, CTSW, GPR25, LINC02446, TRG-AS1, ITGA1, CD8B, CD244, FCRL6, AOAH
## CCL4, KIR2DL4, KLRC3, CST7, ID2, CD7, TRGV7, KIR3DL2, MATK, SLAMF7pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:52:34 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:52:34 Read 1366 rows and found 10 numeric columns
## 00:52:34 Using Annoy for neighbor search, n_neighbors = 30
## 00:52:34 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:52:34 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f83734da58
## 00:52:34 Searching Annoy index using 1 thread, search_k = 3000
## 00:52:35 Annoy recall = 100%
## 00:52:35 Commencing smooth kNN distance calibration using 1 thread
## 00:52:36 Initializing from normalized Laplacian + noise
## 00:52:36 Commencing optimization for 500 epochs, with 50582 positive edges
## 00:52:37 Optimization finishedsaveRDS(pbmc, file = "mild141.rds")
a<-"mild_142_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "m2", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 17512 features across 4559 samples within 1 assay
## Active assay: RNA (17512 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: FTL, FTH1, TYROBP, FCER1G, CST3, CD68, IFI30, AIF1, APOC1, GLUL
## GRN, SPI1, MNDA, S100A11, NUPR1, HLA-DRA, CTSL, CXCL10, C1QA, C1QC
## APOE, MSR1, MS4A4A, LYZ, C1QB, HLA-DQA1, SERPINA1, LGALS3, S100A9, HLA-DQB1
## Negative: IL32, CCL5, CD7, IFITM1, GZMA, MALAT1, PRF1, CST7, NKG7, TRBC2
## CD8A, CD52, CD8B, CXCR3, CTSW, LAG3, IL2RB, SH2D2A, LINC01871, FASLG
## ISG20, LINC00861, GZMB, GZMH, SAMD3, CD69, ID2, TRBC1, CXCR6, GZMK
## PC_ 2
## Positive: MALAT1, RSAD2, NEAT1, MX1, PARP14, IFITM1, SIGLEC1, TNFSF10, ISG20, MARCKS
## DDX58, KLF6, IFIH1, ADA2, GBP1, CCL2, CCL8, PLA2G7, SDS, FNIP2
## RNASE1, SRGN, IRF7, LILRB2, TTYH3, FCN1, CCR1, LGMN, STAT2, VMP1
## Negative: FABP4, NUPR1, FTL, FTH1, APOC1, SLPI, ALDH2, TFF3, SCGB1A1, WFDC2
## CXCL17, MSMB, KRT19, LCN2, GSTA1, C1QA, SCGB3A1, SERPINB3, CYP2F1, C1QB
## BPIFB1, MCEMP1, MUC5B, FBP1, S100A9, CYB5A, ALDH1A1, AGR2, PRDX1, CCL18
## PC_ 3
## Positive: KRT19, LCN2, SLPI, CXCL17, S100P, S100A14, TFF3, SCGB1A1, MSMB, WFDC2
## CYP2F1, SCGB3A1, SERPINB3, MUC5B, BPIFB1, LYPD2, AGR2, C19orf33, PIGR, KRT7
## GSTA1, AKR1C1, PRSS23, FXYD3, MSLN, STEAP4, ADH1C, ADIRF, RAB25, ELF3
## Negative: VIM, APOC1, FTL, FABP4, NUPR1, C1QA, C1QB, ACTB, SPI1, C1QC
## LGALS1, FTH1, AIF1, CAPG, C1orf162, MARCO, MCEMP1, TYROBP, CCL18, CXCL16
## SNX10, FABP5, GLRX, FBP1, CD52, BCL2A1, ALDH2, APOE, NCF2, CD68
## PC_ 4
## Positive: SCGB1A1, WFDC2, TFF3, SCGB3A1, MSMB, CYP2F1, MUC5B, BPIFB1, SLPI, CXCL17
## SERPINB3, AGR2, PIGR, AKR1C1, PRSS23, GSTA1, ADH1C, FXYD3, MUC5AC, C3
## TSPAN8, LY6D, TMEM45A, CREB3L1, TSPAN1, SERPINB11, AQP5, PART1, KRT8, KRT18
## Negative: NCCRP1, KRT16, SPRR3, SDCBP2, KRT13, ECM1, NECTIN4, PRSS27, RND3, SPNS2
## TMPRSS11E, KRT78, RNF39, TGM3, HSPB8, CRISP3, TMPRSS11B, SCEL, MUC21, CYSRT1
## FAM25A, AIF1L, GPRC5A, PADI1, EPS8L1, NR1D1, GRHL1, TRIP10, ATG9B, PPL
## PC_ 5
## Positive: ZNF683, CCL5, CCL4, NKG7, CD63, CD8A, GZMH, CTSW, ITGA1, LINC02446
## CD7, CXCR6, KLRD1, CD8B, KLRC1, PLEKHF1, ITGAE, PRF1, CCL4L2, GPR25
## GZMA, HOPX, TRGV2, FCRL6, CST7, GZMB, CD244, IL2RB, MATK, CTSD
## Negative: BCL11A, IGKC, CCR7, SELL, PLD4, JCHAIN, TCF4, MS4A1, CD79A, BANK1
## SPIB, LINC02397, PLAC8, IGHM, NAPSA, CPNE5, TNFSF10, COBLL1, TSPAN13, P2RY14
## SCT, CD24, RHEX, MEF2C, LTB, EAF2, IRF8, IFIT3, CD19, RIPOR2pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:53:00 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:53:00 Read 1694 rows and found 10 numeric columns
## 00:53:00 Using Annoy for neighbor search, n_neighbors = 30
## 00:53:00 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:53:00 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f834d131f6
## 00:53:00 Searching Annoy index using 1 thread, search_k = 3000
## 00:53:01 Annoy recall = 100%
## 00:53:01 Commencing smooth kNN distance calibration using 1 thread
## 00:53:02 Initializing from normalized Laplacian + noise
## 00:53:02 Commencing optimization for 500 epochs, with 63580 positive edges
## 00:53:03 Optimization finishedsaveRDS(pbmc, file = "mild142.rds")
a<-"mild_144_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "m3", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 15374 features across 913 samples within 1 assay
## Active assay: RNA (15374 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: CTSL, SGK1, APOBEC3A, LILRB2, IL4I1, SIGLEC1, OLR1, LILRB3, C15orf48, SDS
## IL1RN, SLC11A1, PLAUR, FN1, SLC43A2, NEAT1, LGMN, EMP1, CTSD, CMKLR1
## SERPINA1, SIRPA, CCL2, FCN1, GRINA, LILRB4, DEFB1, CD83, CCL8, DUSP1
## Negative: SCGB3A1, MSMB, SLPI, SCGB1A1, WFDC2, TFF3, CXCL17, KRT19, BPIFB1, CCL5
## MUC5B, AGR2, SERPINB3, PIGR, MT1E, LCN2, S100P, KRT18, CYP2F1, AKR1C1
## GSTA1, HOPX, NKG7, CD2, C19orf33, MUC5AC, LYPD2, ZNF683, CXCL6, PSCA
## PC_ 2
## Positive: CST3, FTH1, HLA-DRA, IFI27, FTL, HLA-DQA1, LYZ, TYROBP, SLPI, AIF1
## C1QC, CD74, HLA-DQB1, SCGB1A1, C1QB, WFDC2, MSMB, C1QA, TFF3, SPI1
## CXCL17, HLA-DRB5, NPC2, HLA-DPA1, SCGB3A1, KRT19, BPIFB1, HLA-DPB1, FCER1G, VMO1
## Negative: CCL5, CD7, PRF1, MALAT1, CD2, NKG7, CD3G, CTSW, GZMB, LAG3
## GZMA, CD8A, KLRC1, AHNAK, ALOX5AP, CST7, CD8B, CLEC2D, PTPN22, IFITM1
## CXCR6, SLFN5, GZMH, CBLB, SH2D2A, IKZF3, SPOCK2, CCL4, CD44, ITGAE
## PC_ 3
## Positive: DRC3, DNAH9, LDLRAD1, CCDC189, CCDC33, C4orf47, FAM166B, CCDC78, DNAH10, TSNAXIP1
## WDR38, SPAG17, RSPH1, ELF3, CCDC170, DNALI1, CAPS, DNAH12, CCDC173, CFAP43
## LRRC23, CFAP157, CCDC191, EPHX2, RPGRIP1L, AGBL4, EFHC1, MAP3K19, TXLNB, DNAI2
## Negative: FTL, HLA-DPB1, HLA-DPA1, TYROBP, AIF1, HLA-DRB1, HLA-DQB1, C1QC, C1QA, SPI1
## C1QB, HLA-DQA1, FCER1G, HLA-DRB5, TUBA1B, MS4A6A, HLA-DRA, CST3, IFI30, NPC2
## CALHM6, CD68, LYZ, LGALS1, MNDA, LGALS2, VIM, CD74, PSAP, FGL2
## PC_ 4
## Positive: HLA-DPB1, HLA-DPA1, C1QC, HLA-DQA1, C1QA, C1QB, HLA-DRA, AIF1, SPI1, TYROBP
## HLA-DQB1, HLA-DRB1, CALHM6, CD74, HLA-DRB5, MS4A6A, LGALS2, FCER1G, FTL, DNAH12
## DRC3, CCDC189, SPAG17, TSNAXIP1, CCDC78, C4orf47, DNAH9, SLC40A1, LDLRAD1, CCDC173
## Negative: WFDC2, MSMB, SCGB1A1, TFF3, CXCL17, SLPI, S100P, LCN2, BPIFB1, SCGB3A1
## KRT19, AKR1C1, CYP2F1, AGR2, SERPINB3, MDK, KRT18, MUC5B, S100A6, PRSS23
## C19orf33, LYPD2, CEACAM6, MUC5AC, PIGR, KRT7, PSCA, S100A14, CXCL6, FXYD3
## PC_ 5
## Positive: IGFBP7, C9orf24, C20orf85, VEGFA, NR4A3, HAPLN3, SNTN, C1orf194, RGS1, CD38
## PML, ETV6, CFAP43, CAPSL, PIFO, CREM, SAXO2, TMEM190, AREG, MORN2
## SCIN, IGFBP2, C9orf135, ISG15, FAM229B, PPP1R42, NT5C3A, PITPNA, DUSP2, IDO1
## Negative: RND3, ULK1, GLB1L, LIMS2, MAN2C1, MNT, PTPRM, MARCO, ZNF469, PDK4
## PLD3, ADCK5, PLIN2, SEPTIN10, APOC1, H2BC8, CDH23, GPNMB, AHI1, PTPN13
## PPP2R3B, H3C7, CASP5, SLC3A2, TIMP2, RRP12, DPY19L2, DNAAF1, NR1H3, PITPNM1pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:53:18 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:53:18 Read 375 rows and found 10 numeric columns
## 00:53:18 Using Annoy for neighbor search, n_neighbors = 30
## 00:53:18 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:53:18 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f878f7042b
## 00:53:18 Searching Annoy index using 1 thread, search_k = 3000
## 00:53:18 Annoy recall = 100%
## 00:53:19 Commencing smooth kNN distance calibration using 1 thread
## 00:53:19 Initializing from normalized Laplacian + noise
## 00:53:19 Commencing optimization for 500 epochs, with 13450 positive edges
## 00:53:20 Optimization finishedsaveRDS(pbmc, file = "mild144.rds")
a<-"severe_143_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s1", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 18344 features across 20286 samples within 1 assay
## Active assay: RNA (18344 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: CD2, IL32, CD3E, PTPRCAP, CD7, GZMA, CD3D, CCL5, CD247, TRBC2
## LCK, OCIAD2, CD96, PRF1, LIMD2, LDHB, SPOCK2, GZMB, SEPTIN1, SH2D2A
## IL2RB, LTB, SYNE2, ETS1, CLEC2D, RPSA, CD3G, ZAP70, MZT2A, RPS4X
## Negative: CTSL, CCL2, CST3, CTSB, CTSD, IL1RN, APOBEC3A, S100A9, S100A8, PLAUR
## LGALS3, MAFB, SGK1, LYZ, FCN1, TIMP1, CCL3, CXCL10, CSTB, HLA-DRA
## IGSF6, S100A6, DEFB1, LILRB4, CCL8, IDO1, SLC11A1, CALHM6, ATF5, CD163
## PC_ 2
## Positive: HCAR3, FCGR3B, HCAR2, PLAU, TNFAIP6, G0S2, CCL3L1, CXCL8, CCL4L2, PI3
## HES4, CXCR4, VEGFA, CARD17, RSAD2, CLEC4E, RGL4, PPIF, SLPI, S100P
## FFAR2, OSM, IRAK2, CMTM2, S100A8, NFKBIA, KATNBL1, DDIT3, SELL, GADD45B
## Negative: CD74, RPS27, HLA-DPA1, CTSB, HLA-DRB1, CST3, HLA-DPB1, RPS18, CTSL, PPDPF
## RPS15A, HLA-DRA, RPS6, CALR, RPS3, CTSZ, HLA-DRB5, RPS5, FABP5, HSPA8
## RPS4X, CTSC, HSP90AB1, RPLP0, RPL3, GSTP1, ACP5, LILRB4, HSPB1, CHCHD10
## PC_ 3
## Positive: ELF3, KRT8, KRT18, KRT19, CLDN4, WFDC2, CAPS, C9orf24, C20orf85, FAM183A
## SMIM22, TACSTD2, TMEM190, CLDN3, MUC4, TPPP3, FXYD3, CCDC78, CXCL17, CLDN7
## C1orf194, RSPH1, C9orf116, ZMYND10, TSPAN1, DNALI1, NUPR1, DYNLRB2, CD24, LCN2
## Negative: S100A4, CTSC, TNFSF10, APOBEC3A, CORO1A, CTSL, CD52, CCL2, FCN1, CTSB
## PTPRE, LYZ, EVL, GIMAP7, CXCL10, CCL3, MAFB, DUSP6, CD2, ATF5
## IL1RN, GZMA, NCF1, RIN2, NKG7, LILRA5, DEFB1, CD7, IL4I1, CCL8
## PC_ 4
## Positive: TNFSF10, DUSP6, APOBEC3A, FCN1, LILRA5, WARS1, IFIT1, ACTG1, RIN2, PTPRE
## IL1RN, VCAN, NCF1, MAFB, S100A12, ATF5, CLU, SERPINB1, CXCL11, S100A4
## S100A9, SERPINB9, IFIT2, S100A8, CXCL10, PLAC8, LYZ, OASL, ACOD1, CD300E
## Negative: APOE, SERPINH1, HSPB1, HSPA6, C1QC, C1QA, C1QB, DNAJB1, APOC1, BAG3
## FKBP4, CCL18, HSPH1, DNAJA4, HSPA1B, HSPD1, GPNMB, HSPA1A, IER5, HSPE1
## ZFAND2A, CACYBP, G0S2, TCEAL9, CRYAB, PLAU, LGMN, GADD45B, SCD, NRP2
## PC_ 5
## Positive: DNAJB1, HSPA1A, HSPA1B, HSPA6, HSPH1, BAG3, HSP90AA1, DNAJA4, HSPD1, HSPB1
## FKBP4, ZFAND2A, CACYBP, HSP90AB1, SERPINH1, HSPE1, HSPA8, IER5, OLIG1, S100A12
## FCN1, S100A9, UBB, CRYAB, NR4A1, S100A8, ENGASE, DNAJB4, TENT5A, MRPL18
## Negative: C1QC, C1QB, C1QA, APOE, APOC1, GPNMB, NR1H3, LGMN, HLA-DQA1, CCL18
## PLD3, FPR3, A2M, MSR1, TREM2, SCD, KCNMA1, NUPR1, GCHFR, MMP14
## PLTP, VSIG4, TSPAN4, MGLL, CD276, FN1, PLA2G7, GM2A, NRP2, VAT1pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:54:04 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:54:04 Read 12840 rows and found 10 numeric columns
## 00:54:04 Using Annoy for neighbor search, n_neighbors = 30
## 00:54:04 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:54:06 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f86f684b9c
## 00:54:06 Searching Annoy index using 1 thread, search_k = 3000
## 00:54:10 Annoy recall = 100%
## 00:54:10 Commencing smooth kNN distance calibration using 1 thread
## 00:54:11 Initializing from normalized Laplacian + noise
## 00:54:11 Commencing optimization for 200 epochs, with 506242 positive edges
## 00:54:16 Optimization finishedsaveRDS(pbmc, file = "severe143.rds")
a<-"severe_145_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s2", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 17524 features across 17395 samples within 1 assay
## Active assay: RNA (17524 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: CTSL, FTL, CTSB, IFI30, PSAP, CTSD, CST3, CCL2, HLA-DRA, CD68
## CSTB, GLUL, HLA-DRB1, CD63, MAFB, GRN, CD163, LGALS3, TIMP1, MS4A4A
## CD74, LGMN, PLAUR, SERPINA1, HLA-DRB5, CCL8, SAT1, HLA-DPA1, HMOX1, DEFB1
## Negative: CCL5, PTPRCAP, IL32, CD7, CD3E, CD2, GZMA, GZMB, PRF1, CD3D
## NKG7, GNLY, CST7, TRBC2, SYNE2, CD247, CD8B, CD8A, LINC01871, GZMH
## C12orf75, GZMK, OCIAD2, CLIC3, ETS1, LCK, GNG2, TRAC, CD3G, CD96
## PC_ 2
## Positive: CCL5, PTPRCAP, CD7, CD2, GZMA, CD3E, IL32, GZMB, PRF1, NKG7
## CD3D, GNLY, CST7, CD247, TRBC2, GZMH, LINC01871, CD8B, CD8A, GZMK
## GNG2, ETS1, KLRD1, CD3G, LCK, CD96, TRAC, CTSW, IL2RB, SH2D2A
## Negative: KRT8, CD24, CYP4B1, TSPAN1, KRT19, FXYD3, SMIM22, FAM183A, C9orf24, RSPH1
## C20orf85, WFDC2, GSTA1, C1orf194, KRT18, TACSTD2, CAPS, MUC4, DYNLRB2, C19orf33
## CHST9, AGR3, PIFO, PIGR, LRRIQ1, ALDH1A1, SLPI, MS4A8, ELF3, PERP
## PC_ 3
## Positive: CYBA, LGALS1, CD74, HLA-DRB5, RPS18, RPL18A, C1QA, RPLP0, ALDOA, HCST
## CD68, CALR, RPS5, RPSA, HLA-DRB1, C1QC, MTRNR2L12, CAPG, RPS4X, MT-ND4L
## ATP6V0C, HLA-DPB1, SYNGR2, PTMS, HLA-DQA1, PRDX1, RPL10A, HLA-DMA, C1QB, CTSC
## Negative: S100A8, IFIT2, CCL2, IFIT1, RSAD2, CXCL10, TNFAIP6, SLPI, S100A12, IFIT3
## CEACAM1, CCL3L1, CXCL8, WFDC2, SCGB3A1, HCAR3, MSMB, BPIFA1, STEAP4, CH25H
## PROK2, SAT1, RSPH1, KCNJ15, SCGB1A1, TNFSF10, AGR2, SERPINB3, GSTA1, LYZ
## PC_ 4
## Positive: IL1RN, CXCL10, TNFSF10, ISG15, CCL3L1, FCN1, IFIT1, APOBEC3A, IFIT2, LYZ
## PLAC8, S100A8, IFIT3, ISG20, CXCL11, IDO1, RSAD2, HPSE, S100A4, SERPINB9
## HES4, ZFP36, DEFB1, IL27, IFITM1, CCL3, OLR1, MT2A, ATF5, JUNB
## Negative: APOE, CCL18, LGMN, APOC1, GPNMB, C1QC, C1QB, CTSD, RNASE1, CTSL
## FABP5, FTL, SMPDL3A, C1QA, NR1H3, NRP2, ZNF638, PLIN2, CSTB, TSPAN4
## PLA2G7, CTSZ, LMNA, PLD3, CYB5A, PLTP, PLPP3, CD163, VAT1, ACP2
## PC_ 5
## Positive: C9orf24, RSPH1, C20orf85, FAM183A, C1orf194, DYNLRB2, PIFO, LRRIQ1, C9orf116, CAPS
## SNTN, MORN2, DNAH12, C9orf135, C5orf49, CFAP300, FAM229B, CFAP53, MORN5, ENKUR
## KIF9, C11orf88, LDLRAD1, CCDC146, TPPP3, DNAH10, EFCAB1, PPIL6, CCDC170, CAPSL
## Negative: LYPD2, CEACAM6, CXCL17, LCN2, KRT19, TACSTD2, KRT4, GPRC5A, KRT7, CEACAM5
## F3, S100P, MUC1, AQP5, LMO7, GABRP, KLF5, SLC6A14, SERPINB3, S100A14
## STEAP4, C19orf33, MSMB, EPS8L1, MALL, RND3, KRT13, ELF3, CXCL6, MSLNpbmc <- RunUMAP(pbmc, dims = 1:10)## 00:56:15 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:56:15 Read 13807 rows and found 10 numeric columns
## 00:56:15 Using Annoy for neighbor search, n_neighbors = 30
## 00:56:15 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:56:17 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f864925d00
## 00:56:17 Searching Annoy index using 1 thread, search_k = 3000
## 00:56:21 Annoy recall = 100%
## 00:56:21 Commencing smooth kNN distance calibration using 1 thread
## 00:56:22 Initializing from normalized Laplacian + noise
## 00:56:22 Commencing optimization for 200 epochs, with 549062 positive edges
## 00:56:27 Optimization finishedsaveRDS(pbmc, file = "severe145.rds")
a<-"severe_146_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s3", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 16544 features across 3398 samples within 1 assay
## Active assay: RNA (16544 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: ELF3, CLDN4, CAPS, TNFRSF12A, KRT19, CFAP157, GSTP1, SNHG12, CLDN3, SOX4
## GPX4, UBXN11, LRRC23, TUBB4B, FOXJ1, NUPR1, KRT18, PPDPF, H4C3, RRAD
## RPS18, PRDX5, RPLP0, PLXNB2, KRT8, GDF15, SNHG8, ZMYND10, ATP5IF1, DRC3
## Negative: CCL3L1, FTL, APOBEC3A, HCAR3, CXCL8, G0S2, PI3, PLAUR, CCL4L2, S100A12
## IL1B, TXNIP, CCL3, PROK2, C15orf48, OSM, S100A4, ZFP36, ATP2B1-AS1, CCL4
## CD177, ANXA2R, HMOX1, CD22, CD14, NPC2, KLF2, DUSP6, TMSB4X, SLAMF7
## PC_ 2
## Positive: LGALS1, HLA-DRB1, HLA-DRA, HLA-DPA1, HLA-DRB5, CTSB, VIM, CTSL, CD74, HLA-DPB1
## PPIA, CAPG, CST3, RPS24, LILRB4, HAVCR2, CD81, EEF1A1, ANXA5, LAIR1
## ATP1B3, RPL10, CTSC, PTMA, CD68, ACP5, HCST, ADA2, CTSZ, PRDX1
## Negative: CFAP157, ELF3, CAPS, CLDN4, SLPI, CLDN3, DRC3, ZMYND10, FOXJ1, KRT19
## FAM183A, RSPH1, LRRIQ1, CCDC40, MUC4, C9orf24, LRRC46, RRAD, CCDC114, SOX4
## C20orf85, DNAH11, SPAG17, HYDIN, VWA3A, TNFRSF12A, C1orf194, LRRC23, WDR60, KRT8
## PC_ 3
## Positive: PTPRCAP, CD2, CD3E, CD3D, PRF1, TRBC2, CD247, LCK, TRAC, CD96
## CCL5, GZMA, CD3G, CD7, GZMB, GIMAP7, CD8A, LAG3, ZAP70, SPOCK2
## NKG7, FYN, CHST12, GZMM, GPRIN3, IKZF3, CTSW, EVL, IL2RB, CD6
## Negative: CTSL, FTL, CST3, CTSB, LILRB4, CD68, CTSZ, HLA-DRA, CD163, LGMN
## PLA2G7, DAB2, PLD3, SDS, FNIP2, KYNU, IL4I1, C15orf48, GPNMB, MMP19
## CREG1, MSR1, LAIR1, ATOX1, MAFB, C1QA, RGL1, LHFPL2, GRN, CPM
## PC_ 4
## Positive: PIK3R3, PLCG2, DNAH11, HEXIM1, AHI1, PIEZO1, WDR6, MUC16, ID2, SPG11
## MACC1, KCNQ1OT1, EFHC1, HSPA2, H3C1, H4C2, CDKN2B, TAF4B, CDRT1, PLK2
## SPAG17, ATP2C2, H2AC17, BEST4, MAFB, H4-16, MUC4, DLEC1, FBXW10, DOC2A
## Negative: C20orf85, PRDX5, C9orf116, IGFBP2, TUBA4B, C1orf194, C9orf24, CAPS, GSTP1, C5orf49
## NUPR1, FAM183A, ATP5IF1, RNF187, KRT8, KRT18, IGFBP7, CATSPERD, MORN2, CLDN3
## DMKN, DNALI1, WDR38, ROPN1L, RRAD, PIFO, TPPP3, PPIL6, DYNLRB2, PLPP2
## PC_ 5
## Positive: DNAH3, CFAP47, DLEC1, EFHC1, DNAH12, TTLL10, VWA3A, DNAH6, RP1, LINC02832
## HYDIN, DTHD1, CDHR3, LRRC74B, CFAP65, CCDC17, DNAH9, DNAI1, CFAP100, LRRIQ1
## DOC2A, CDHR4, CFAP54, CCDC40, SPAG17, CFAP46, SAXO2, CFAP43, CCDC30, CROCC2
## Negative: IGFBP3, LMO7, LAMB3, MACC1, KRT7, LRRC8A, EPS8L1, TSHZ2, TACSTD2, PRSS23
## MAL2, ADIRF, ASS1, TM4SF1, ZNF431, GALNT5, SCGB1A1, S100A2, FGFR1, SPINK5
## MISP, H2AC11, SOX4, DST, RND3, LMTK3, MUC5AC, CDKN2B, EPS8L2, FSTL3pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:58:05 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:58:05 Read 2256 rows and found 10 numeric columns
## 00:58:05 Using Annoy for neighbor search, n_neighbors = 30
## 00:58:05 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:58:05 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f869bfe204
## 00:58:05 Searching Annoy index using 1 thread, search_k = 3000
## 00:58:06 Annoy recall = 100%
## 00:58:06 Commencing smooth kNN distance calibration using 1 thread
## 00:58:07 Initializing from normalized Laplacian + noise
## 00:58:07 Commencing optimization for 500 epochs, with 92048 positive edges
## 00:58:09 Optimization finishedsaveRDS(pbmc, file = "severe146.rds")
a<-"severe_148_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s4", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 17460 features across 2398 samples within 1 assay
## Active assay: RNA (17460 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: CD3E, IL32, CD7, CD3D, PTPRCAP, CD2, ETS1, TRBC2, CD247, CLEC2D
## OCIAD2, LCK, SH2D2A, RORA, SEPTIN1, LDHB, CCL5, IL7R, SPOCK2, SYNE2
## ZAP70, RPL5, RPSA, PRF1, CD6, CD96, PDCD4, TRAC, NKG7, GZMM
## Negative: FTL, IFI30, LYZ, CCL2, IL1RN, CTSL, APOBEC3A, CTSB, CD68, S100A9
## MAFB, TIMP1, FCN1, S100A8, CD300E, SGK1, CTSD, C15orf48, GLUL, PLAUR
## EMP1, HLA-DRA, CD14, CCL8, CD63, CYBB, MS4A6A, CD163, TGFBI, DUSP6
## PC_ 2
## Positive: FCGR3B, IFIT2, IFIT3, S100A8, TNFAIP6, G0S2, IFIT1, CMTM2, S100A9, CXCR2
## PDE4B, SELL, HCAR3, TNFSF10, PROK2, RSAD2, ALOX5AP, ADGRG3, HCAR2, FFAR2
## ZBP1, MNDA, PI3, GBP5, PLEK, CXCL8, ALPL, PHACTR1, IL1RN, IL1B
## Negative: LGALS3, S100A10, EEF1A1, RPS8, GSTP1, CSTB, RPL13, PRDX1, RPS12, LMNA
## PDLIM1, CTSB, CD74, VIM, CD9, CALR, CLDN7, ANXA1, CD63, RPS27
## PPDPF, TUBB4B, UBC, RPLP0, HSP90AA1, RPS18, RHOB, RPS5, RPS15A, SSR4
## PC_ 3
## Positive: ELF3, KRT8, CLDN7, AKR1C2, PDLIM1, KIAA1522, SMIM22, KRT19, MUC4, CLDN4
## CAPS, SLPI, CD24, RSPH1, GPX2, KRT7, SOX4, CLDN3, MAL2, C19orf33
## PPL, PPIL6, TSPAN1, KRT18, KLF5, TACSTD2, WFDC2, FXYD3, GSTA1, CXCL17
## Negative: VIM, EEF1A1, RPS27, RPS12, RPS3, RPL23A, RPS29, CALR, PABPC1, RPS4X
## RPS27A, RPS15A, RPL13, RPS6, RPL3, RPS8, CD3E, CD7, EMP3, RPSA
## HSPA8, RPS5, IL32, RPL5, CD3D, PTPRCAP, RPS18, RPS3A, RGS1, CD74
## PC_ 4
## Positive: APOE, C1QC, APOC1, C1QA, C1QB, GPNMB, CCL18, LGMN, NR1H3, TREM2
## FABP5, CD276, HLA-DQA1, VAT1, SCD, GCHFR, ACP2, CD9, PLTP, A2M
## PMP22, CREG1, FTL, CD81, MRAS, HLA-DPB1, APOC2, TUBB, HLA-DPA1, SPP1
## Negative: S100A12, FCN1, VCAN, APOBEC3A, ZFP36, CKAP4, CD300E, HPSE, S100A9, S100A8
## LYZ, TNFSF10, FOS, LILRA5, WARS1, RIN2, NEXN, MAFB, RSAD2, NCF1
## DUSP6, CFP, EMP1, GBP1, IFIT2, GCH1, FOSB, IL1RN, NLRP3, CCL7
## PC_ 5
## Positive: ADIRF, KLK11, DSG2, MET, EFNA1, C19orf33, S100A2, ASS1, SULT2B1, MSLN
## FSTL1, CEACAM5, VSIG2, LY6D, S100A14, MYO5B, HSPB8, CAV2, TM4SF1, KRTCAP3
## FGFBP1, MAL2, S100A16, AGR2, EPS8L1, BCAR1, FST, ITPKC, GPRC5A, KRT15
## Negative: PPIL6, CFAP157, PACRG, GDF15, CFAP53, H2BC18, GULP1, CCDC78, RSPH1, PIFO
## MAP1B, GIHCG, SPEF1, IQCK, CSKMT, C1orf194, CFAP45, MOV10L1, SH3BGR, C9orf24
## CAPS, SLC25A4, AARS1, COL1A1, ALDH3A1, DNAH11, H2BC9, SOX2, PABPC1L, GTF2IRD1pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:58:27 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:58:27 Read 697 rows and found 10 numeric columns
## 00:58:27 Using Annoy for neighbor search, n_neighbors = 30
## 00:58:27 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:58:27 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f836eecf6d
## 00:58:27 Searching Annoy index using 1 thread, search_k = 3000
## 00:58:27 Annoy recall = 100%
## 00:58:28 Commencing smooth kNN distance calibration using 1 thread
## 00:58:28 Initializing from normalized Laplacian + noise
## 00:58:28 Commencing optimization for 500 epochs, with 26150 positive edges
## 00:58:29 Optimization finishedsaveRDS(pbmc, file = "severe148.rds")
a<-"severe_149_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s5", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 16724 features across 2483 samples within 1 assay
## Active assay: RNA (16724 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: CST3, CTSL, IFI30, FTL, TYROBP, CTSD, FCER1G, CD68, CTSB, CCL2
## LGALS1, CD63, MS4A4A, CD163, CCL8, PSAP, FTH1, GLUL, MAFB, TIMP1
## GRN, NPC2, TYMP, AIF1, LGALS3, CREG1, FCGRT, HLA-DRA, MS4A6A, MARCKS
## Negative: IL32, CD3E, PTPRCAP, EVL, SPOCK2, IL7R, CD2, CD3D, LIMD2, CD247
## GPR171, RAC2, OCIAD2, LCK, BTG1, LDHB, ETS1, ZFP36L2, CCL5, CD7
## SYNE2, CD69, LTB, TRBC2, GIMAP7, PRF1, CLEC2D, ODF2L, PARP8, PIM2
## PC_ 2
## Positive: SRGN, CD69, CD3E, RAC2, PTPRCAP, IL7R, ALOX5AP, CD52, LIMD2, IL32
## CD2, GIMAP7, EVL, SPOCK2, CCL5, CD3D, CCL4, LSP1, FTL, BTG1
## EMP3, CD247, LCK, GPR171, TYROBP, PRF1, CYTIP, LYAR, NKG7, TRBC2
## Negative: TACSTD2, ELF3, CLDN7, KRT7, MUC4, C19orf33, CXCL17, WFDC2, GPRC5A, CEACAM6
## CLDN4, MAL2, LMO7, KRT19, ALDH1A3, ADGRF1, FXYD3, S100A14, PLAAT2, SLC6A14
## SDCBP2, F3, C1orf116, MUC1, MUC16, ASS1, TM4SF1, CD24, SDC1, AGR2
## PC_ 3
## Positive: FCGR3B, CSF3R, S100A8, SLC25A37, FPR1, CLEC4E, S100A9, BCL2A1, SELL, MNDA
## IFIT2, IL1RN, TNFAIP6, HES4, NCF1, HCAR3, HCAR2, CEACAM1, ISG15, SAT1
## TNFSF10, CLEC4A, P2RY13, FTH1, MT2A, CMTM2, SOD2, IGSF6, PHACTR1, TLR2
## Negative: MTRNR2L12, JUN, CCL5, NKG7, CALR, ARL4C, PRF1, CD3E, LAG3, IL32
## S100A10, ANXA1, CD2, ZFP36L2, CALM1, CTSC, CD3D, BTG1, CD7, PTPRCAP
## GZMB, GZMA, CD52, CD8A, EVL, PLAAT4, LCK, CLIC3, HLA-DPA1, CD8B
## PC_ 4
## Positive: SLC6A14, MALL, S100A14, CEACAM6, SPINT1, CEACAM5, SCEL, EHF, PRSS8, KRT15
## SULT2B1, GPRC5A, SDC1, PLS3, S100A16, ASS1, PODXL, MPZL2, NEAT1, MUC21
## KLK10, MYH14, VSIG2, GRHL3, SDCBP2, SPNS2, PPL, LRRC8A, LRATD1, AQP5
## Negative: MORN2, C1orf194, SNTN, DNALI1, CAPS, CETN2, FAM81B, TMEM190, C20orf85, RSPH1
## PIFO, C9orf24, CFAP126, PPIL6, CLDN3, DPCD, TSPAN19, TUBA4B, TPPP3, C9orf116
## PFN2, IFT22, FAM183A, C5orf49, EFCAB1, SAA1, WDR38, ANKRD44-AS1, C9orf135, AKAP14
## PC_ 5
## Positive: APOE, SLC16A10, AREG, TSC22D1, VEGFA, H2AC6, G0S2, SDC2, APOC1, CREM
## ATP13A3, CD9, GPR183, ZNF331, SDS, ELL2, SOD2, TMEM38B, RGS1, PMP22
## HLA-DQA1, CHMP1B, CD83, AVPI1, RAB7B, BTG1, SQSTM1, TREM2, IL1R1, CKS2
## Negative: ACTB, FCN1, C1orf162, LILRA5, MS4A6A, ACTG1, SSB, S100A8, CXCL10, S100A4
## S100A9, BLVRA, LYZ, NKG7, TYMP, CBR1, PLBD1, CMKLR1, APOBEC3A, PRF1
## CCL5, PLAAT4, TNFSF10, GZMA, CD8A, MPEG1, HSPB1, ASGR1, GZMB, CD38pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:58:39 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:58:39 Read 1702 rows and found 10 numeric columns
## 00:58:39 Using Annoy for neighbor search, n_neighbors = 30
## 00:58:39 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:58:40 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f87093a96
## 00:58:40 Searching Annoy index using 1 thread, search_k = 3000
## 00:58:40 Annoy recall = 100%
## 00:58:40 Commencing smooth kNN distance calibration using 1 thread
## 00:58:41 Initializing from normalized Laplacian + noise
## 00:58:41 Commencing optimization for 500 epochs, with 64604 positive edges
## 00:58:43 Optimization finishedsaveRDS(pbmc, file = "severe149.rds")
a<-"severe_152_02.csv"
a1<-data.frame(fread(a),check.names=FALSE, row.names=1)
pbmc<- CreateSeuratObject(counts = a1, project = "s6", min.cells = 3, min.features = 200)
pbmc## An object of class Seurat
## 17352 features across 6960 samples within 1 assay
## Active assay: RNA (17352 features, 0 variable features)pbmc[["percent.mt"]] <- PercentageFeatureSet(pbmc, pattern = "^MT-")
pbmc <- subset(pbmc, subset = nFeature_RNA > 200 & nFeature_RNA < 2500 & percent.mt < 5)
pbmc <- NormalizeData(pbmc, normalization.method = "LogNormalize", scale.factor = 10000)
pbmc <- FindVariableFeatures(pbmc, selection.method = "vst", nfeatures = 2000)
all.genes <- rownames(pbmc)
pbmc <- ScaleData(pbmc, features = all.genes)## Centering and scaling data matrixpbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc))## PC_ 1
## Positive: CST3, C15orf48, MAFB, TIMP1, GLUL, IFI30, BCL2A1, S100A9, CD163, SOD2
## PLAUR, EMP1, S100A8, LYZ, SERPINA1, FCGR2A, LGALS3, CCL7, PLEK, CTSZ
## HLA-DRA, IGSF6, CYP1B1, MARCKS, FCGR1A, PLIN2, MMP19, LAIR1, C5AR1, FNIP2
## Negative: IL32, CD27, CCL5, GZMA, CD3E, PTPRCAP, GZMB, LIMD2, CD3D, CD7
## GNLY, CD2, CD8A, PRF1, TRBC2, CD8B, NKG7, LDHB, HMGB1, SEPTIN1
## LINC01871, LCK, C12orf75, CLEC2D, EVL, TRAC, LIME1, CD3G, ETS1, GZMH
## PC_ 2
## Positive: NKG7, CCL5, GZMA, GZMB, CD3E, CD7, CD3D, CD8A, PRF1, CD2
## CD8B, GNLY, LINC01871, PLAAT4, TRBC2, IL32, CST7, EVL, LCK, CD3G
## GZMH, LAG3, CLIC3, GZMK, CBLB, ARL4C, CD96, LBH, TRAC, LIMD2
## Negative: JCHAIN, MZB1, DERL3, HSP90B1, IGHG1, IGHG4, IGLC3, IGHV4-34, SEC11C, IGLV3-19
## POU2AF1, FKBP11, IGHA1, TXNDC5, MYDGF, CPNE5, PRDX4, CD79A, IGLL5, TNFRSF17
## LMAN1, SSR4, SDF2L1, HSPA5, ELL2, SDC1, TENT5C, CCR10, SYVN1, ITM2C
## PC_ 3
## Positive: CD74, PPIB, HSP90B1, MANF, MYDGF, IGLC3, MZB1, IGHG4, HSPA5, PDIA4
## FKBP11, TMED9, JCHAIN, SEC11C, IGHG1, DERL3, S100A8, LMAN1, RPN2, POU2AF1
## IFI30, CCL7, ERLEC1, CD38, HSPD1, SRM, DERL1, BCL2A1, SMC4, CD163
## Negative: KRT19, KRT7, KLF5, C19orf33, KRT8, ELF3, SFN, TSPAN1, KRT17, CD24
## CAPS, RND3, GRAMD2B, ZMYND10, FAM183A, KRT18, CFAP77, SMIM22, RSPH4A, LRRIQ1
## CCDC190, SAXO2, CLDN3, AGR2, C9orf135, C9orf116, FXYD3, DNALI1, ADH7, C1orf194
## PC_ 4
## Positive: SIT1, LIME1, IKZF3, MIAT, ARHGAP9, CPNE7, LTB, LINC01871, CD27, CST7
## PDE4D, SPOCK2, PARP8, LBH, APOBEC3G, PBXIP1, GSTM2, TIGIT, RGL4, PYHIN1
## CCND2, FKBP11, PIM2, MAGED1, E2F5, CXCR6, TC2N, SNAI3, SDC1, LINC00861
## Negative: TOP2A, CENPF, ASPM, KIFC1, CDC20, DLGAP5, UBE2C, MKI67, MXD3, TPX2
## CCNB1, GTSE1, CDCA8, HJURP, CCNA2, KIF23, PLK1, NUSAP1, CDKN3, NUF2
## BIRC5, SGO1, CDCA2, DEPDC1B, CENPE, H2AX, SGO2, CDK1, KIF2C, KIF22
## PC_ 5
## Positive: SERPINB2, CCL7, CXCL3, S100A8, TMEM158, S100A12, CD93, MMP19, S100A9, CXCL2
## IL1B, DUSP6, CXCL8, PID1, CCL20, HPSE, EREG, ASPH, SPP1, CRADD
## ANPEP, THBD, FFAR2, CXCL5, CCL3L1, TCTEX1D1, RGCC, CXCL1, UBE2C, BCL2A1
## Negative: C1QA, C1QC, C1QB, HLA-DQA1, CD74, HLA-DQB1, HLA-DPB1, SDS, VMO1, SYNGR2
## CD86, LGMN, ACP5, HLA-DPA1, SLAMF7, AXL, GPR183, NCF1, NR1H3, APOE
## FPR3, HLA-DQA2, MS4A4A, HLA-DMB, TMEM176B, TREM2, TMEM176A, HLA-DRB5, CLEC10A, SPINT2pbmc <- RunUMAP(pbmc, dims = 1:10)## 00:59:02 UMAP embedding parameters a = 0.9922 b = 1.112
## 00:59:02 Read 662 rows and found 10 numeric columns
## 00:59:02 Using Annoy for neighbor search, n_neighbors = 30
## 00:59:02 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 00:59:02 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f848db23e7
## 00:59:02 Searching Annoy index using 1 thread, search_k = 3000
## 00:59:02 Annoy recall = 100%
## 00:59:02 Commencing smooth kNN distance calibration using 1 thread
## 00:59:03 Initializing from normalized Laplacian + noise
## 00:59:03 Commencing optimization for 500 epochs, with 23720 positive edges
## 00:59:04 Optimization finishedsaveRDS(pbmc, file = "severe152.rds")
#input readRDS
hc51<-readRDS(file="hc51.rds")
hc52<-readRDS(file="hc52.rds")
hc100<-readRDS(file="hc100.rds")
mild141<-readRDS(file="mild141.rds")
mild142<-readRDS(file="mild142.rds")
mild144<-readRDS(file="mild144.rds")
severe143<-readRDS(file="severe143.rds")
severe145<-readRDS(file="severe145.rds")
severe146<-readRDS(file="severe146.rds")
severe148<-readRDS(file="severe148.rds")
severe149<-readRDS(file="severe149.rds")
severe152<-readRDS(file="severe152.rds")
#setup tech and celltype
hc51<-RenameCells(hc51,add.cell.id="hc51",for.merge=T)
hc51@meta.data$tech<-"healthy_control"
hc51@meta.data$celltype<-"healthy_control_51"
hc52<-RenameCells(hc52,add.cell.id="hc52",for.merge=T)
hc52@meta.data$tech<-"healthy_control"
hc52@meta.data$celltype<-"healthy_control_52"
hc100<-RenameCells(hc100,add.cell.id="hc100",for.merge=T)
hc100@meta.data$tech<-"healthy_control"
hc100@meta.data$celltype<-"healthy_control_100"
mild141<-RenameCells(mild141,add.cell.id="mild141",for.merge=T)
mild141@meta.data$tech<-"mild"
mild141@meta.data$celltype<-"mild_141"
mild142<-RenameCells(mild142,add.cell.id="mild142",for.merge=T)
mild142@meta.data$tech<-"mild"
mild142@meta.data$celltype<-"mild_142"
mild144<-RenameCells(mild144,add.cell.id="mild144",for.merge=T)
mild144@meta.data$tech<-"mild"
mild144@meta.data$celltype<-"mild_144"
severe143<-RenameCells(severe143,add.cell.id="severe143",for.merge=T)
severe143@meta.data$tech<-"severe"
severe143@meta.data$celltype<-"severe_143"
severe145<-RenameCells(severe145,add.cell.id="severe145",for.merge=T)
severe145@meta.data$tech<-"severe"
severe145@meta.data$celltype<-"severe_145"
severe146<-RenameCells(severe146,add.cell.id="severe146",for.merge=T)
severe146@meta.data$tech<-"severe"
severe146@meta.data$celltype<-"severe_146"
severe148<-RenameCells(severe148,add.cell.id="severe148",for.merge=T)
severe148@meta.data$tech<-"severe"
severe148@meta.data$celltype<-"severe_148"
severe149<-RenameCells(severe149,add.cell.id="severe149",for.merge=T)
severe149@meta.data$tech<-"severe"
severe149@meta.data$celltype<-"severe_149"
severe152<-RenameCells(severe152,add.cell.id="severe152",for.merge=T)
severe152@meta.data$tech<-"severe"
severe152@meta.data$celltype<-"severe_152"
#merge
h1_2<-merge(hc51,hc52)
h123<-merge(h1_2,hc100)
m1_2<-merge(mild141,mild142)
m123<-merge(m1_2,mild144)
s1_2<-merge(severe143,severe145)
s123<-merge(s1_2,severe146)
s4_5<-merge(severe148,severe149)
s456<-merge(s4_5,severe152)
s123456<-merge(s123,s456)
hm<-merge(h123,m123)
hms<-merge(hm,s123456)
saveRDS(hms, file="hms_before_integrate.rds")
#before integrate
hms[["percent.mt"]] <- PercentageFeatureSet(hms, pattern = "^Mt-")
VlnPlot(hms, features = c("nFeature_RNA", "nCount_RNA", "percent.mt"), ncol = 3,pt.size = 0)## Warning in SingleExIPlot(type = type, data = data[, x, drop = FALSE], idents =
## idents, : All cells have the same value of percent.mt.
pancreas <- NormalizeData(object = hms, normalization.method = "LogNormalize", scale.factor = 1e4)
pancreas <- FindVariableFeatures(pancreas, selection.method = "vst", nfeatures = 2000, verbose = FALSE)
pancreas <- ScaleData(pancreas, verbose = FALSE)
pancreas <- RunPCA(pancreas, npcs = 30, verbose = FALSE)
pancreas <- RunUMAP(pancreas, reduction = "pca", dims = 1:30)## 01:03:02 UMAP embedding parameters a = 0.9922 b = 1.112
## 01:03:02 Read 52158 rows and found 30 numeric columns
## 01:03:02 Using Annoy for neighbor search, n_neighbors = 30
## 01:03:02 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 01:03:10 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f86ff4958
## 01:03:10 Searching Annoy index using 1 thread, search_k = 3000
## 01:03:26 Annoy recall = 100%
## 01:03:27 Commencing smooth kNN distance calibration using 1 thread
## 01:03:29 Initializing from normalized Laplacian + noise
## 01:03:31 Commencing optimization for 200 epochs, with 2357338 positive edges
## 01:03:51 Optimization finishedp1 <- DimPlot(pancreas, reduction = "umap", group.by = "tech")
p2 <- DimPlot(pancreas, reduction = "umap", group.by = "celltype", label = TRUE, repel = TRUE) +
NoLegend()
plot_grid(p1,p2)
#integrate
pancreas.list <- SplitObject(pancreas, split.by = "celltype")
for (i in 1: length(pancreas.list)) {
pancreas.list[[i]] <- NormalizeData(pancreas.list[[i]], verbose = FALSE)
pancreas.list[[i]] <- FindVariableFeatures(pancreas.list[[i]], selection.method = "vst", nfeatures = 2000,
verbose = FALSE)
}
reference.list <- pancreas.list[c("healthy_control_51","healthy_control_52","healthy_control_100","mild_141",
"mild_142","mild_144", "severe_143", "severe_145", "severe_146", "severe_148",
"severe_149", "severe_152")]
pancreas.anchors <- FindIntegrationAnchors(object.list = reference.list, dims = 1:30)## Computing 2000 integration features
## Scaling features for provided objects
## Finding all pairwise anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 22355 anchors
## Filtering anchors
## Retained 4674 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1464 anchors
## Filtering anchors
## Retained 1171 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1406 anchors
## Filtering anchors
## Retained 1078 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 5743 anchors
## Filtering anchors
## Retained 1976 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 6214 anchors
## Filtering anchors
## Retained 1132 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1330 anchors
## Filtering anchors
## Retained 844 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 6653 anchors
## Filtering anchors
## Retained 2100 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 7667 anchors
## Filtering anchors
## Retained 1464 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1403 anchors
## Filtering anchors
## Retained 843 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 4174 anchors
## Filtering anchors
## Retained 3295 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1749 anchors
## Filtering anchors
## Retained 1412 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1683 anchors
## Filtering anchors
## Retained 1159 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1089 anchors
## Filtering anchors
## Retained 925 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1436 anchors
## Filtering anchors
## Retained 1396 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1518 anchors
## Filtering anchors
## Retained 1478 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 26470 anchors
## Filtering anchors
## Retained 1322 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 25133 anchors
## Filtering anchors
## Retained 699 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1499 anchors
## Filtering anchors
## Retained 329 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 5535 anchors
## Filtering anchors
## Retained 1391 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 6575 anchors
## Filtering anchors
## Retained 1665 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1655 anchors
## Filtering anchors
## Retained 496 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 29135 anchors
## Filtering anchors
## Retained 1596 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 28477 anchors
## Filtering anchors
## Retained 1149 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1488 anchors
## Filtering anchors
## Retained 343 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 5554 anchors
## Filtering anchors
## Retained 1312 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 6527 anchors
## Filtering anchors
## Retained 1667 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1634 anchors
## Filtering anchors
## Retained 520 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 31795 anchors
## Filtering anchors
## Retained 7563 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 9221 anchors
## Filtering anchors
## Retained 1203 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 9137 anchors
## Filtering anchors
## Retained 1052 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1381 anchors
## Filtering anchors
## Retained 526 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 4569 anchors
## Filtering anchors
## Retained 1404 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 5203 anchors
## Filtering anchors
## Retained 1457 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1551 anchors
## Filtering anchors
## Retained 700 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 9057 anchors
## Filtering anchors
## Retained 4508 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 9376 anchors
## Filtering anchors
## Retained 2695 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 3196 anchors
## Filtering anchors
## Retained 1671 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 3087 anchors
## Filtering anchors
## Retained 1340 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1367 anchors
## Filtering anchors
## Retained 889 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2410 anchors
## Filtering anchors
## Retained 1752 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2549 anchors
## Filtering anchors
## Retained 1798 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1316 anchors
## Filtering anchors
## Retained 953 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 3314 anchors
## Filtering anchors
## Retained 2834 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 3282 anchors
## Filtering anchors
## Retained 2242 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2697 anchors
## Filtering anchors
## Retained 2337 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 6494 anchors
## Filtering anchors
## Retained 2055 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 7023 anchors
## Filtering anchors
## Retained 1591 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1477 anchors
## Filtering anchors
## Retained 802 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 3698 anchors
## Filtering anchors
## Retained 2245 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 4414 anchors
## Filtering anchors
## Retained 2686 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1610 anchors
## Filtering anchors
## Retained 949 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 6726 anchors
## Filtering anchors
## Retained 4706 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 6381 anchors
## Filtering anchors
## Retained 3811 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 4553 anchors
## Filtering anchors
## Retained 2699 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2760 anchors
## Filtering anchors
## Retained 1993 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2794 anchors
## Filtering anchors
## Retained 1741 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2930 anchors
## Filtering anchors
## Retained 1378 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1358 anchors
## Filtering anchors
## Retained 1001 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2380 anchors
## Filtering anchors
## Retained 1729 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2597 anchors
## Filtering anchors
## Retained 1922 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1509 anchors
## Filtering anchors
## Retained 1105 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2759 anchors
## Filtering anchors
## Retained 2216 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2754 anchors
## Filtering anchors
## Retained 2088 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2527 anchors
## Filtering anchors
## Retained 1782 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 1999 anchors
## Filtering anchors
## Retained 1555 anchors
## Running CCA
## Merging objects
## Finding neighborhoods
## Finding anchors
## Found 2664 anchors
## Filtering anchors
## Retained 2153 anchorspancreas.integrated <- IntegrateData(anchorset = pancreas.anchors, dims = 1:30)## Merging dataset 10 into 7
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 6 into 5
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 3 into 1
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 12 into 11
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 4 into 5 6
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 11 12 into 7 10
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 9 into 7 10 11 12
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 5 6 4 into 1 3
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 2 into 1 3 5 6 4
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 8 into 7 10 11 12 9
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data
## Merging dataset 1 3 5 6 4 2 into 7 10 11 12 9 8
## Extracting anchors for merged samples
## Finding integration vectors
## Finding integration vector weights
## Integrating data## Warning: Adding a command log without an assay associated with itDefaultAssay(pancreas.integrated) <- "integrated"
pancreas.integrated <- ScaleData(pancreas.integrated, verbose = FALSE)
pancreas.integrated <- RunPCA(pancreas.integrated, npcs = 30, verbose = FALSE)
pancreas.integrated <- RunUMAP(pancreas.integrated, reduction = "pca", dims = 1:30)## 02:16:45 UMAP embedding parameters a = 0.9922 b = 1.112
## 02:16:45 Read 52158 rows and found 30 numeric columns
## 02:16:45 Using Annoy for neighbor search, n_neighbors = 30
## 02:16:46 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 02:19:08 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f86b695e63
## 02:19:08 Searching Annoy index using 1 thread, search_k = 3000
## 02:19:27 Annoy recall = 100%
## 02:19:27 Commencing smooth kNN distance calibration using 1 thread
## 02:19:39 Initializing from normalized Laplacian + noise
## 02:19:54 Commencing optimization for 200 epochs, with 2462718 positive edges
## 02:20:15 Optimization finishedp1 <- DimPlot(pancreas.integrated, reduction = "umap", group.by = "tech")
p2 <- DimPlot(pancreas.integrated, reduction = "umap", group.by = "celltype")
plot_grid(p1,p2)
saveRDS(pancreas.integrated, file = "hms_after_integrated.rds")
#draw the plot group.by celltype
hms_individual_integrated<-readRDS(file="hms_individual_integrated_OK.rds")
p1 <- DimPlot(hms_individual_integrated, reduction = "umap", group.by = "celltype")
p1
#find how many 15cluster
ElbowPlot(hms_individual_integrated)
hms_neighbor<- FindNeighbors(hms_individual_integrated, dims = 1:10)## Computing nearest neighbor graph
## Computing SNNhms_cluster <- FindClusters( hms_neighbor, resolution = 0.5)## Modularity Optimizer version 1.3.0 by Ludo Waltman and Nees Jan van Eck
##
## Number of nodes: 52158
## Number of edges: 1604563
##
## Running Louvain algorithm...
## Maximum modularity in 10 random starts: 0.8838
## Number of communities: 15
## Elapsed time: 18 secondshead(Idents(hms_cluster), 5)## h1_AAACCTGAGACACTAA-1 h1_AAACCTGAGGAGTACC-1 h1_AAACCTGAGGATATAC-1
## 1 9 1
## h1_AAACCTGAGGTCATCT-1 h1_AAACCTGCACGGATAG-1
## 1 3
## Levels: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14hms_cluster<- RunUMAP(hms_cluster, dims = 1:10)## 02:23:24 UMAP embedding parameters a = 0.9922 b = 1.112
## 02:23:24 Read 52158 rows and found 10 numeric columns
## 02:23:24 Using Annoy for neighbor search, n_neighbors = 30
## 02:23:24 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 02:23:31 Writing NN index file to temp file /tmp/RtmpryIP7y/file31f84a0bad
## 02:23:31 Searching Annoy index using 1 thread, search_k = 3000
## 02:23:49 Annoy recall = 100%
## 02:23:49 Commencing smooth kNN distance calibration using 1 thread
## 02:23:52 Initializing from normalized Laplacian + noise
## 02:23:54 Commencing optimization for 200 epochs, with 2146824 positive edges
## 02:24:13 Optimization finishedDimPlot(hms_cluster, reduction = "umap")
saveRDS(hms_cluster, file = "hms_cluster_test.rds")
#name each cluster id
new.cluster.ids <- c("Macrophage", "Macrophage", "Macrophage", "Macrophage", "Neutrophils", "Macrophage", "Naive_CD4_T", "NK", "Neutrophils", "Dendritic", "T", "T","Basal","Plasma","T")
names(new.cluster.ids) <- levels(hms_cluster)
hms_cluster_id<- RenameIdents(hms_cluster, new.cluster.ids)
DimPlot(hms_cluster_id, reduction = "umap", label = TRUE, pt.size = 0.5) + NoLegend()
saveRDS(hms_cluster_id, file = "hms_cluster_id_test.rds")
#hms_cluster_id<-readRDS(file="hms_cluster_id_test.rds")
Macrophage<-subset(hms_cluster_id, idents=c('Macrophage'))
DimPlot(Macrophage, reduction = "umap")
saveRDS(Macrophage, file="Macrophage.rds")
Neutrophils<-subset(hms_cluster_id, idents=c('Neutrophils'))
DimPlot(Neutrophils, reduction = "umap")
saveRDS(Neutrophils, file="Neutrophils.rds")
Naive_CD4_T<-subset(hms_cluster_id, idents=c('Naive_CD4_T'))
DimPlot(Naive_CD4_T, reduction = "umap")
saveRDS(Naive_CD4_T, file="Naive_CD4_T.rds")
NK<-subset(hms_cluster_id, idents=c('NK'))
DimPlot(NK, reduction = "umap")
saveRDS(NK, file="NK.rds")
Dendritic<-subset(hms_cluster_id, idents=c('Dendritic'))
DimPlot(Dendritic, reduction = "umap")
saveRDS(Dendritic, file="Dendritic.rds")
Basal<-subset(hms_cluster_id, idents=c('Basal'))
DimPlot(Basal, reduction = "umap")
saveRDS(Basal, file="Basal.rds")
T<-subset(hms_cluster_id, idents=c('T'))
DimPlot(T, reduction = "umap")
saveRDS(T, file="T.rds")
Plasma<-subset(hms_cluster_id, idents=c('Plasma'))
DimPlot(Plasma, reduction = "umap")
saveRDS(Plasma, file="Plasma.rds")
#input each cluster
Basal<-readRDS("Basal.rds")
Dendritic<-readRDS("Dendritic.rds")
Macrophage<-readRDS("Macrophage.rds")
Naive_CD4_T<-readRDS("Naive_CD4_T.rds")
Neutrophils<-readRDS("Neutrophils.rds")
NK<-readRDS("NK.rds")
Plasma<-readRDS("Plasma.rds")
T<-readRDS("T.rds")
DimPlot(Basal, reduction = "umap", split.by = "tech")
DimPlot(Dendritic, reduction = "umap", split.by = "tech")
DimPlot(Macrophage, reduction = "umap", split.by = "tech")
DimPlot(Naive_CD4_T, reduction = "umap", split.by = "tech")
DimPlot(Neutrophils, reduction = "umap", split.by = "tech")
DimPlot(NK, reduction = "umap", split.by = "tech")
DimPlot(Plasma, reduction = "umap", split.by = "tech")
DimPlot(T, reduction = "umap", split.by = "tech")
markers.to.plot <- c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","ARRDC3","EREG","ARSE","MSP2K6","DHCR7","UCP2","SLC25A10","VIL1","MCM5","DHCR24","SLC9A3R1","PFN1","TPPP3","DEGS2","RAB26")
DoHeatmap(subset(Basal,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")## Warning in DoHeatmap(subset(Basal, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3
DoHeatmap(subset(Dendritic,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")## Warning in DoHeatmap(subset(Dendritic, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3
DoHeatmap(subset(Macrophage,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")## Warning in DoHeatmap(subset(Macrophage, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3
DoHeatmap(subset(Naive_CD4_T,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")## Warning in DoHeatmap(subset(Naive_CD4_T, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3
DoHeatmap(subset(Neutrophils,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")## Warning in DoHeatmap(subset(Neutrophils, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3
DoHeatmap(subset(NK,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")## Warning in DoHeatmap(subset(NK, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3
DoHeatmap(subset(Plasma,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")## Warning in DoHeatmap(subset(Plasma, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3
DoHeatmap(subset(T,downsample=50000), features = markers.to.plot, size = 5, group.by="tech")## Warning in DoHeatmap(subset(T, downsample = 50000), features =
## markers.to.plot, : The following features were omitted as they were not found
## in the scale.data slot for the integrated assay: RAB26, DEGS2, PFN1, SLC9A3R1,
## MCM5, VIL1, SLC25A10, DHCR7, MSP2K6, ARSE, ARRDC3
RidgePlot(Basal, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"),cols = c("green3","cornflowerblue","orangered"), group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())## Picking joint bandwidth of 0.00325
## Picking joint bandwidth of 0.0474
## Picking joint bandwidth of 0.117
## Picking joint bandwidth of 0.0865
## Picking joint bandwidth of 0.184
## Picking joint bandwidth of 0.17
## Picking joint bandwidth of 0.00184
## Picking joint bandwidth of 0.0186
## Picking joint bandwidth of 0.0215
## Picking joint bandwidth of 0.268
## Picking joint bandwidth of 0.0309
## Picking joint bandwidth of 0.153
## Picking joint bandwidth of 0.0523
## Picking joint bandwidth of 0.216
RidgePlot(Dendritic, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"),cols = c("green3","cornflowerblue","orangered"), group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())## Picking joint bandwidth of 0.00878
## Picking joint bandwidth of 0.0276
## Picking joint bandwidth of 0.0504
## Picking joint bandwidth of 0.0327
## Picking joint bandwidth of 0.0744
## Picking joint bandwidth of 0.185
## Picking joint bandwidth of 0.00438
## Picking joint bandwidth of 0.0285
## Picking joint bandwidth of 0.0113
## Picking joint bandwidth of 0.22
## Picking joint bandwidth of 0.0226
## Picking joint bandwidth of 0.139
## Picking joint bandwidth of 0.00564
## Picking joint bandwidth of 0.0065
RidgePlot(Macrophage, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())## Picking joint bandwidth of 0.0032
## Picking joint bandwidth of 0.0547
## Picking joint bandwidth of 0.0595
## Picking joint bandwidth of 0.0232
## Picking joint bandwidth of 0.0672
## Picking joint bandwidth of 0.0975
## Picking joint bandwidth of 0.0025
## Picking joint bandwidth of 0.0244
## Picking joint bandwidth of 0.00684
## Picking joint bandwidth of 0.118
## Picking joint bandwidth of 0.027
## Picking joint bandwidth of 0.0945
## Picking joint bandwidth of 0.00494
## Picking joint bandwidth of 0.00208
RidgePlot(Naive_CD4_T, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())## Picking joint bandwidth of 0.000519
## Picking joint bandwidth of 0.007
## Picking joint bandwidth of 0.137
## Picking joint bandwidth of 0.0131
## Picking joint bandwidth of 0.105
## Picking joint bandwidth of 0.151
## Picking joint bandwidth of 0.00046
## Picking joint bandwidth of 0.00276
## Picking joint bandwidth of 0.0178
## Picking joint bandwidth of 0.156
## Picking joint bandwidth of 0.003
## Picking joint bandwidth of 0.094
## Picking joint bandwidth of 0.00795
## Picking joint bandwidth of 0.00122
RidgePlot(Neutrophils, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())## Picking joint bandwidth of 0.00741
## Picking joint bandwidth of 0.125
## Picking joint bandwidth of 0.174
## Picking joint bandwidth of 0.099
## Picking joint bandwidth of 0.208
## Picking joint bandwidth of 0.296
## Picking joint bandwidth of 0.00974
## Picking joint bandwidth of 0.145
## Picking joint bandwidth of 0.0618
## Picking joint bandwidth of 0.241
## Picking joint bandwidth of 0.0378
## Picking joint bandwidth of 0.0676
## Picking joint bandwidth of 0.00527
## Picking joint bandwidth of 0.00183
RidgePlot(NK, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())## Picking joint bandwidth of 0.000989
## Picking joint bandwidth of 0.00466
## Picking joint bandwidth of 0.127
## Picking joint bandwidth of 0.0269
## Picking joint bandwidth of 0.0874
## Picking joint bandwidth of 0.123
## Picking joint bandwidth of 0.00018
## Picking joint bandwidth of 0.00249
## Picking joint bandwidth of 0.00739
## Picking joint bandwidth of 0.144
## Picking joint bandwidth of 0.00219
## Picking joint bandwidth of 0.115
## Picking joint bandwidth of 0.0115
## Picking joint bandwidth of 0.00101
RidgePlot(Plasma, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())## Picking joint bandwidth of 0.00359
## Picking joint bandwidth of 0.016
## Picking joint bandwidth of 0.0848
## Picking joint bandwidth of 0.0223
## Picking joint bandwidth of 0.124
## Picking joint bandwidth of 0.171
## Picking joint bandwidth of 0.00139
## Picking joint bandwidth of 0.00849
## Picking joint bandwidth of 0.00974
## Picking joint bandwidth of 0.217
## Picking joint bandwidth of 0.00637
## Picking joint bandwidth of 0.162
## Picking joint bandwidth of 0.019
## Picking joint bandwidth of 0.0038
RidgePlot(T, features = c("IL1A", "CXCL2","TNFAIP3","MAFF","PPP1R15A","NFKBIA","PTX3","CXCL3","CCL20","IFIT2","EREG","UCP2","DHCR24","TPPP3"), cols = c("green3","cornflowerblue","orangered"),group.by="tech", ncol = 3) + theme(axis.title.y = element_blank())## Picking joint bandwidth of 0.00406
## Picking joint bandwidth of 0.0337
## Picking joint bandwidth of 0.115
## Picking joint bandwidth of 0.036
## Picking joint bandwidth of 0.127
## Picking joint bandwidth of 0.159
## Picking joint bandwidth of 0.00745
## Picking joint bandwidth of 0.0229
## Picking joint bandwidth of 0.0128
## Picking joint bandwidth of 0.196
## Picking joint bandwidth of 0.0213
## Picking joint bandwidth of 0.139
## Picking joint bandwidth of 0.0111
## Picking joint bandwidth of 0.00282